US6925425B2 - Method and apparatus for vehicle operator performance assessment and improvement - Google Patents

Method and apparatus for vehicle operator performance assessment and improvement Download PDF

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Publication number
US6925425B2
US6925425B2 US09/977,173 US97717301A US6925425B2 US 6925425 B2 US6925425 B2 US 6925425B2 US 97717301 A US97717301 A US 97717301A US 6925425 B2 US6925425 B2 US 6925425B2
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United States
Prior art keywords
driver
vehicle
operator
data
condition
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
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Application number
US09/977,173
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English (en)
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US20020116156A1 (en
Inventor
Donald Remboski
Kenneth Douros
Judith Lee Gardner
Robert Michael Gardner
Joshua B. Hurwitz
Robert H. Leivian
Jens Nagel
David John Wheatley
Clifford A. Wood
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Continental Autonomous Mobility US LLC
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Motorola Inc
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Priority to US09/977,173 priority Critical patent/US6925425B2/en
Application filed by Motorola Inc filed Critical Motorola Inc
Priority to EP01988663A priority patent/EP1328421B1/de
Priority to AT01988663T priority patent/ATE313127T1/de
Priority to DE60115940T priority patent/DE60115940T2/de
Priority to PCT/US2001/032101 priority patent/WO2002034571A2/en
Priority to DK01988663T priority patent/DK1328421T3/da
Priority to ES01988663T priority patent/ES2256319T3/es
Priority to KR1020037005220A priority patent/KR100872000B1/ko
Priority to JP2002537583A priority patent/JP2004512609A/ja
Priority to AU2002224373A priority patent/AU2002224373A1/en
Publication of US20020116156A1 publication Critical patent/US20020116156A1/en
Assigned to MOTOROLA, INC. reassignment MOTOROLA, INC. ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS). Assignors: REMBOSKI, DONALD, DOUROS, KENNETH, HURWITZ, JOSHUA B., WHEATLEY, DAVID JOHN, GARDNER, ROBERT MICHAEL, LEIVIAN, ROBERT H., NAGEL, JENS, WOOD, CLIFFORD A., GARDNER, JUDITH LEE
Application granted granted Critical
Publication of US6925425B2 publication Critical patent/US6925425B2/en
Assigned to TEMIC AUTOMOTIVE OF NORTH AMERICA, INC. reassignment TEMIC AUTOMOTIVE OF NORTH AMERICA, INC. ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS). Assignors: MOTOROLA, INC.
Assigned to CONTINENTAL AUTOMOTIVE SYSTEMS, INC. reassignment CONTINENTAL AUTOMOTIVE SYSTEMS, INC. MERGER (SEE DOCUMENT FOR DETAILS). Assignors: CONTINENTAL TEVES, INC., TEMIC AUTOMOTIVE OF NORTH AMERICA, INC,
Adjusted expiration legal-status Critical
Assigned to CONTINENTAL AUTONOMOUS MOBILITY US, LLC. reassignment CONTINENTAL AUTONOMOUS MOBILITY US, LLC. ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS). Assignors: CONTINENTAL AUTOMOTIVE SYSTEMS, INC.
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    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07CTIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C5/00Registering or indicating the working of vehicles
    • G07C5/08Registering or indicating performance data other than driving, working, idle, or waiting time, with or without registering driving, working, idle or waiting time
    • G07C5/0841Registering performance data
    • G07C5/085Registering performance data using electronic data carriers
    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07CTIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C5/00Registering or indicating the working of vehicles
    • G07C5/08Registering or indicating performance data other than driving, working, idle, or waiting time, with or without registering driving, working, idle or waiting time
    • G07C5/0808Diagnosing performance data
    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07CTIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C5/00Registering or indicating the working of vehicles
    • G07C5/08Registering or indicating performance data other than driving, working, idle, or waiting time, with or without registering driving, working, idle or waiting time
    • G07C5/0816Indicating performance data, e.g. occurrence of a malfunction
    • GPHYSICS
    • G09EDUCATION; CRYPTOGRAPHY; DISPLAY; ADVERTISING; SEALS
    • G09BEDUCATIONAL OR DEMONSTRATION APPLIANCES; APPLIANCES FOR TEACHING, OR COMMUNICATING WITH, THE BLIND, DEAF OR MUTE; MODELS; PLANETARIA; GLOBES; MAPS; DIAGRAMS
    • G09B9/00Simulators for teaching or training purposes
    • G09B9/02Simulators for teaching or training purposes for teaching control of vehicles or other craft
    • G09B9/04Simulators for teaching or training purposes for teaching control of vehicles or other craft for teaching control of land vehicles
    • G09B9/052Simulators for teaching or training purposes for teaching control of vehicles or other craft for teaching control of land vehicles characterised by provision for recording or measuring trainee's performance
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/16Devices for psychotechnics; Testing reaction times ; Devices for evaluating the psychological state
    • A61B5/18Devices for psychotechnics; Testing reaction times ; Devices for evaluating the psychological state for vehicle drivers or machine operators
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W50/00Details of control systems for road vehicle drive control not related to the control of a particular sub-unit, e.g. process diagnostic or vehicle driver interfaces
    • B60W50/08Interaction between the driver and the control system
    • B60W50/14Means for informing the driver, warning the driver or prompting a driver intervention

Definitions

  • the present invention relates generally to the field of vehicle operation, and more particularly, to a method and apparatus for assessing and improving the performance of a vehicle operator.
  • FIG. 2 is block diagram illustrating an interface of the driver with the vehicle in accordance with a preferred embodiment of the invention.
  • FIG. 4 is a flow chart illustrating the steps of a method of assessing vehicle operator performance in accordance with a preferred embodiment of the invention.
  • FIG. 8 is a flow chart illustrating the steps of a method of configuring a service state of a wireless communication device in accordance with a preferred embodiment of the invention.
  • the system monitors various data sources, including the vehicle operation, the operating environment, the activity of the operator and the condition of the operator, and provides an assessment of the operator's performance. In doing so, the system may additionally identify the particular vehicle operator such that the assessment may be made relative to operator preferences, past driving performance and habits.
  • the system is further adaptable to assist the operator in improving performance.
  • the system monitors various data sources, including the vehicle operation, the operating environment, the activity and condition of the operator, over a period of operation and records the operator's performance.
  • the performance may be compared with accepted good practices, and a report may be provided to the operator indicating how the operator's performance compares with the accepted good practices and/or with the operator's previous driving performance and/or habitual behavior.
  • the system may record operator performance over a number of periods of operation, and provide comparisons of operator performance from period to period.
  • the sensor fusion module 102 receives data from numerous sources within and surrounding the vehicle. As illustrated in FIG. 1 , the sensor fusion module 102 receives vehicle operating data 112 , vehicle environment data 114 , driver condition data 116 and driver activity data 118 .
  • Vehicle environment data 114 encompasses data related to the environment in which the vehicle is operating, e.g., the road conditions, traffic conditions, weather, etc.
  • the vehicle environment data 114 may be provided by sensors that also provide vehicle-operating data 112 .
  • road surface and traction estimates may be provided by anti-lock braking, traction control and chassis control system sensors.
  • Vehicle location may be provided by an on-board navigation system utilizing global positioning system (GPS) technology, or location information may be provided by a wireless communication device (e.g., a cellular telephone) and associated wireless communication network.
  • GPS global positioning system
  • Radar, laser, ultra-sonic and video systems can provide a map of objects near the vehicle and their motion relative to the vehicle. Weather and time of day may also be monitored directly or derived from reported sources.
  • Driver condition data 116 and driver activity data 118 may be provided by various cockpit monitoring systems.
  • Seat sensors and/or infrared sensors may sense the number and locations of passengers in the vehicle.
  • Floor and steering wheel sensors may indicate the position of the driver's feet and hands.
  • Video or imaging sensors may monitor head, body, hand and feet movements of the driver, and the operative states and driver usage of infotainment and telematics systems may also be monitored.
  • the system 100 interfaces with the vehicle operator/driver 108 .
  • the driver 108 While operating the vehicle, the driver 108 is engaged in a number of different actions, such as, but certainly without limitation, applying the accelerator or brakes, turning the steering wheel, checking blind spots, adjusting the radio, receiving a cellular telephone call, obtaining navigation information, carrying on a conversation with a passenger, quieting the kids in the rear seat, etc.
  • Each of the driver's actions which for discussion purposes are illustrated as box 110 in FIG. 1 , are fed back to the sensor fusion module 102 via the sensors.
  • the system 100 presents information, actions and tasks to the driver 108 via the action generator 106 .
  • the non-critical data relating to changing the engine oil may be saved until conditions allow for the information to be presented to the driver at a time less likely to create a hazard situation.
  • the system 100 operates continuously taking in data and re-timing its presentation to the driver.
  • the system 100 continuously evaluates the information to be provided to the driver to determine when and how to best provide it to the driver. This operation of the system 100 may be illustrated by an additional example.
  • a low fuel alert may initially be a non-critical piece of information relative to current driving conditions but may become a critical piece of information if the driver is about to pass the last gas station, as system 100 is informed by the on-board navigation system, within the remaining range of the vehicle.
  • a number of interfaces exists between the driver 108 and the vehicle and hence to the system 100 .
  • Various interfaces are discussed below, and may include driver identification 200 , instrumentation and alerts 202 , vehicle controls 204 , driver condition sensors 206 and driver activity sensors 208 .
  • the driver identification interface 200 may be configured as a personal portable user interface (PPUI).
  • PPUI personal portable user interface
  • a PPUI may exist in many forms, but in essence captures preference, performance and habit data associated with a particular driver.
  • the PPUI may be encoded on a smart card or embedded in the vehicle to be activated by a fingerprint reader, voice recognition system, optical recognition system or other such means.
  • the PPUI may function as a security system granting or limiting access to the vehicle or the vehicle's ignition system, and bars access to unauthorized persons or disables the vehicle when an unauthorized person attempts to drive the vehicle.
  • the PPUI may also capture driver preferences as it relates to a number of active safety features.
  • the driver may select what types, under what conditions and how alerts are communicated. For example, a driver may prefer to receive an alert each time the system 100 detects too short a headway relative to a speed of travel. For another driver, a high level of alert might be perceived as a nuisance resulting in the alerts being ignored and/or the system 100 being disabled.
  • a driver may wish to have immediate access to all in-coming cell phone calls, while another driver may wish to have only certain calls put through.
  • the PPUI as part of the driver identification interface 200 permits each operator of the vehicle to establish choices ahead of time.
  • the PPUI may also function in a driver performance improvement and/or driving restriction enforcement tool.
  • the PPUI may be used to monitor driving performance and report to a traffic enforcement authority. This would allow a habitual traffic offender to retain driving privileges in a court-monitored fashion. Driving performance may be recorded for subsequent review, and a method of improving driver performance is described herein. Additionally, the PPUI may be used to implement controls on the usage of the vehicle. For example, a parent may restrict the distances and locations a vehicle may be taken or the hours of the day the vehicle may be operated by a newly licensed driver. An employer may monitor the driving habits of its fleet drivers.
  • the instrumentation and alerts interface 202 is used by the system 100 to inform, advise and in the appropriate situations alert and warn the driver 108 .
  • the instrumentation and alerts interface 202 may include visual, audio, haptic or other suitable indicators.
  • Visual indicators may include gages, lighted indicators, graphic and alphanumeric displays. These visual indicators may be located centrally within the instrument panel of the vehicle, distributed about the vehicle, configured in a heads-up-display, integrated with rearview and side view mirrors, or otherwise arranged to advantageously convey the information to the driver 108 .
  • the audio indicators may be buzzers or alarms, voice or other audible alerts.
  • the haptic alerts may include using the chassis control system to provide simulated rumble stripes, pedal or steering wheel feedback pressure, seat movements and the like. The actuation of any one or more of the indicators or alerts is controlled by the system 100 in order to synchronize the timing of information as it is provided to the driver.
  • the vehicle controls interface 204 includes the primary controls used by the driver to operate the vehicle. These controls include the steering wheel, accelerator pedal, brake pedal, clutch (if equipped), gear selector, etc. These controls may include suitable position and/or actuation sensors and may further include at least in the case of the accelerator pedal, brake pedal and steering wheel rate of input and/or force of input sensors. Additional sensor data may include yaw rate of the vehicle, wheel speed indicating vehicle speed and traction, tire pressure, windshield wiper activation and speed, front and/or rear window defogger activation, audio system volume control, and seat belt usage sensors.
  • the driver condition interface 206 utilizes various sensors to infer driver condition. For example, an alert driver continuously makes steering corrections to maintain the vehicle in its lane. By monitoring steering wheel sensors, the system 100 gathers data about the frequency and amplitude of the corrections to infer if the driver has become impaired. Speed sensors may also be queried in a similar manner. Video or other imaging sensors provide direct measurement of the drivers' condition via monitoring of such criteria as driver blink rate and gaze.
  • the driver activity interface 208 utilizes various sensors and imaging technology to determine the activity of the driver. That is, to determine if the driver, in addition to operating the vehicle, is adjusting the radio or heating, ventilation and air conditioning (HVAC) controls, initiating or receiving a wireless communication, receiving navigation information, and the like.
  • HVAC heating, ventilation and air conditioning
  • sensors may include seat pressure sensors to determine the number of passengers in the vehicle, and the activities of the passengers and video or other imaging technology to observe the driver's movements.
  • the sensor fusion module 102 receives all of the various sensor inputs, including those measuring vehicle condition, driver condition, driver activity and operating environment (e.g., weather, road and traffic conditions), and produces a set of conditions or master condition list.
  • the conditions represent the current discrete state of each thing the sensor fusion module 102 is monitoring.
  • the speed condition may be in one of the following states at any point in time: “stopped,” “slow,” “normal,” “fast,” and “speeding.”
  • the states are determined based upon learned thresholds between the states and based on history and known good practices.
  • Fusion of sensor data, including data relating to the driver's condition and activity allows the system 100 to operate to assess driver performance.
  • the system 100 is operable to identify a driver through the driver identification interface 200 .
  • the system 100 monitors several aspects of driver performance to arrive at a driver performance assessment value.
  • Additional information that may be taken into consideration to assess driver performance includes application of the accelerator and brakes.
  • the driver's use of the accelerator and brakes is recorded and given a numeric value. Again, using comparison algorithms to known “good habits” and to past performance an assessment of how smoothly the driver is braking and/or accelerating may be made as well as the number and severity of panic stops.
  • Accelerator and brake pedal data may also be used in conjunction with metrics of headway maintenance, as monitored by the system 100 . Doing so allows the system 100 to determine whether the driver is waiting too long to brake relative to obstacles in the forward path of the vehicle and even to determine whether the driver is prone to unsafe headway when vehicle speed control devices are used.
  • Communication of performance improvement information may be made real time; however, to avoid creating further distractions for the driver, the information may be stored and communicated to the driver following a driving activity. Triggering events and/or thresholds may be used to actuate delivery of the performance improvement messages. Alternatively, the driver may optionally select to activate the interface.
  • the stored performance information may also be downloaded from the vehicle and used as part of a classroom or simulator-based continuing training program, a driver skills assessment program or a traffic enforcement program.
  • the feedback may be configured to appeal to particular categories of drivers. For example, for younger drivers, pre-recorded messages using the voices and likenesses of motor racing personalities may be used to convey the information, while for other drivers pre-recorded message using well known and trusted personalities may be used.
  • the system 100 may generate messages using speech synthesis.
  • the system 100 synthesizes and prioritizes all incoming information, including cellular telephone calls.
  • the system 100 may provide two potential cut-offs of cellular telephone calls to a driver without completely prohibiting calls.
  • the caller is informed, by a pre-recorded message, that the call is being completed to a person presently driving a vehicle.
  • the caller is then given the option of having the call sent directly to voice mail or putting the call through to the driver.
  • the system 100 evaluates the situation, conditions and the driver's cognitive load to determine if the response, sending the call through, is appropriate. If the system 100 determines that the potential for driver distraction is beyond certain desired limits, e.g., the required driver cognitive load will exceed a threshold, the incoming call may be held and/or automatically transferred to voice mail with an appropriate pre-recorded message.
  • the system 100 may also be adapted to take “corrective” action in the event that an on-going call is coupled with a degradation of driving performance. If after accepting a cellular telephone call the system 100 determines that the driver's cognitive load has increased beyond a threshold level and/or if there is a degradation in driving performance below a threshold level, the system 100 may automatically suspend the cellular telephone call. In such instance, a message is provided that informs the caller they are being temporarily placed on hold. The system 100 may also offer the caller an option to leave a voice mail message. Additionally, so that the driver is aware of the call interruption, an appropriate message is provided to the driver indicating that the call has been placed on hold. The driver likewise may refer the caller to voice mail.
  • the driver's preferences as to cellular telephone usage is provided to the system 100 via the driver identification interface 200 .
  • the system 100 may also operate with other wireless communication devices including personal digital assistants (PDAs) and pagers for receiving email and text and data messages.
  • PDAs personal digital assistants
  • pagers for receiving email and text and data messages.
  • a stand-alone cellular telephone that may not be adaptable to the system 100 , may be adapted to operate in a context aware manner.
  • the sensor fusion module 306 receives the data from the various sensors and creates a master condition list that is communicated to the processor 302 controlling the operation of the cellular telephone.
  • the processor 302 operates in accordance with a control program stored in the memory 304 and using the master condition list to provide context aware operation of the cellular telephone 300 .
  • Context aware operation of the cellular telephone 300 can be illustrated by the following examples.
  • the cellular telephone is determined to be moving at a speed of 60 kilometers per hour (kph). This condition is reported by the sensor fusion module 306 as part of the master conditions list to the processor 302 .
  • the processor 302 infers from this speed condition that the cellular telephone is with a driver of a vehicle, and thus enters a service state where incoming calls are screened.
  • One form of screen is as described above, wherein the caller is first advised that they are calling a driver and offered the option of leaving a voice message.
  • Clock/timer Workday rules vs. Weekend rules Specify callers Standalone Handset/ Add-on Module Location All of the above plus: If close, vibrate instead Velocity How close to of ringing Track normal human In no light and sound Light (Photometer) body muffled, ring louder Temperature temperature? If in pocket but not next (Thermometer) How likely in a to body, ring instead of Acceleration purse or vibrating (vibration and briefcase? (dark Vibrate instead of orientation) and sound ringing (Accelerometer) muffled) Modulate volume of Background noise In a pocket?
  • a method 400 of assessing vehicle operator performance begins at step 402 with receiving vehicle operating data from the vehicle relating to the vehicle operating condition.
  • Step 402 involves receiving at the sensor fusion module 102 data from the various sensors, systems and device in the vehicle data relating operation of the vehicle.
  • the vehicle environment external to the vehicle is monitored to provide data to the sensor fusion module 102 relating to the operating environment of the vehicle.
  • the operating environment data may include road condition, lane following, headway data, traffic control data and traffic condition data.
  • the driver performance is assessed.
  • the driver's performance may be assessed by inferring driver performance from the vehicle operating data, the operator activity data, the environment data and the operator condition data.
  • Such an inference may be drawn using inference engine or a rules-based decision engine.
  • fuzzy logic or adaptive, goal-seeking may be used.
  • a method 500 of informing a driver to improve driver performance begins at step 502 with receiving vehicle operating data from the vehicle relating to the vehicle operating condition.
  • Step 502 involves receiving at the sensor fusion module 102 data from the various sensors, systems and device in the vehicle data relating operation of the vehicle.
  • This data may include vehicle speed and vehicle acceleration, throttle application, brake application, steering wheel input, throttle position, rate of change of throttle position, additional available throttle input and throttle applicator pressure, brake position, rate of change of brake position, additional available brake input and brake applicator pressure, steering wheel position, rate of change of the steering wheel, operator pressure applied to the steering wheel, additional available steering input and other operating parameter of the vehicle such as oil temp, oil pressure, coolant temp, tire pressure, brake fluid temp, brake fluid pressure, transmission temp., misfire, windshield wiper activation, front/rear defogger application, diagnostic systems, etc.
  • an interior portion of the vehicle is monitored to provide data to the sensor fusion module 102 relating to activities of the driver.
  • Monitored activities may include monitoring the usage of vehicle system controls by the driver, such as driving controls, telematics systems, infotainment systems, occupant comfort controls including HVAC, seat position, steering wheel position, pedal position, window position, sun visors, sun/moon roof and window shades and communication controls. Monitoring activities may also include monitoring activities of the vehicle passengers.
  • the vehicle environment external to the vehicle is monitored to provide data to the sensor fusion module 102 relating to the operating environment of the vehicle.
  • the operating environment data may include road condition, lane following, headway data, traffic control data and traffic condition data.
  • the vehicle operator is monitored to provided data to the fusion module 102 relating to the condition of the driver.
  • the driver physical condition may include fatigue or intoxication or a psychological condition of the driver. Additionally, a distraction level of the driver may be monitored.
  • the driver's cognitive load is estimated.
  • the driver's cognitive load may take into account driver preferences, past performance and habits.
  • vehicle information is prioritized based upon the driver's cognitive load for communication to the driver.
  • a method 600 of synthesizing a response to an operating situation of a vehicle begins at step 602 with the generation of a master condition list.
  • the master condition list is generated by the sensor fusion module 102 and is a fusion of the various sensor data available within the vehicle.
  • the sensor data may be any available data within the vehicle including: vehicle operating data, driver activity data, environment data, driver condition data, driver preference data, driver action feedback data.
  • an operating situation is determined.
  • the operating condition may be: the existence of a problem condition, the existence of a problem correction, the existence of a problem escalation, the existence of an operator task requirement, the existence of an agent task requirement, the existence of a completion of an operator task, the existence of a completion of an agent task.
  • an operator cognitive load is determined.
  • a response to the operating situation is determined based on the operator cognitive load.
  • the response may be synchronizing an information flow to the driver, generating an alert to the driver, providing an alert including audio alerts, a visual alerts and haptic alerts, suspending or terminating operation of selected services within the vehicle.
  • a method 700 of improving driver performance through performance feedback begins at step 702 with receiving vehicle operating data from the vehicle relating to the vehicle operating condition.
  • Step 702 involves receiving at the sensor fusion module 102 data from the various sensors, systems and devices in the vehicle and data relating operation of the vehicle.
  • This data may include vehicle speed and vehicle acceleration, throttle application, brake application, steering wheel input, throttle position, rate of change of throttle position, additional available throttle input and throttle applicator pressure, brake position, rate of change of brake position, additional available brake input and brake applicator pressure, steering wheel position, rate of change of the steering wheel, operator pressure applied to the steering wheel, additional available steering input and other operating parameter of the vehicle such as oil temp, oil pressure, coolant temp, tire pressure, brake fluid temp, brake fluid pressure, transmission temp., misfire, windshield wiper activation, front/rear defogger application, diagnostic systems, etc.
  • an interior portion of the vehicle is monitored to provide data to the sensor fusion module 102 relating to activities of the driver.
  • Monitored activities may include monitoring the usage of vehicle system controls by the driver, such as driving controls, telematics systems, infotainment systems, occupant comfort controls including HVAC, seat position, steering wheel position, pedal position, window position, sun visors, sun/moon roof and window shades and communication controls. Monitoring activities may also include monitoring activities of the vehicle passengers.
  • the vehicle environment external to the vehicle is monitored to provide data to the sensor fusion module 102 relating to the operating environment of the vehicle.
  • the operating environment data may include road condition, lane following, headway data, traffic control data and traffic condition data.
  • the vehicle operator is monitored to provided data to the fusion module 102 relating to the condition of the driver.
  • the driver's physical condition may include fatigue or intoxication or a psychological condition of the driver. Additionally, a distraction level of the driver may be monitored.
  • the driver's performance assessment is determined and is recorded so that at step 712 , the driver's performance assessment may be reported to the driver.
  • Step 712 includes reporting the driver performance assessment upon conclusion of vehicle operation or reporting the operator performance assessment during operation of the vehicle.
  • the driver's performance assessment may be recorded for a first period of vehicle operation and for a second period of vehicle operation and include a comparison of the two performances.
  • the method may further include the step of receiving driver preference data and recording the driver performance assessment based on the driver preference data. Additionally, the driver performance assessment may include a score for each of a plurality of aspects of vehicle operation. Reporting the driver performance assessment may be by visual indication, audio indication or haptic indication.
  • a method 800 for configuring a service state of a wireless communication device begins at step 802 with receiving a set of device operating parameters defining a preferred service state of the wireless communication device for a device operator.
  • context data is received from at least one context data source.
  • the device operating parameters includes at least a context parameter.
  • the context parameter and the context data may each relate to: a speed of the wireless communication device, a location of the wireless communication device, time, an activity of the device operator, a cognitive load of the device operator, an operation of a vehicle including vehicle operating data and environment data, ambient lighting, altitude and ambient sound.
  • the data received may be a fusion of data from a variety of sources, such as from within the vehicle where the wireless communication device is communicatively coupled to the vehicle.
  • the device operating parameters may be provided via a personal portable user interface, such as vehicle identification interface 200 .
  • a service state of the wireless communication device is set.
  • the service state may be: call forwarding, call forwarding to voice mail, voice activated, ringing mode, call completion delay and calling party identification, etc.
  • the wireless communication device may be a cellular telephone, a pager, a personal digital assistant or other computing device including personal computers and web browsers.
US09/977,173 2000-10-14 2001-10-12 Method and apparatus for vehicle operator performance assessment and improvement Expired - Lifetime US6925425B2 (en)

Priority Applications (10)

Application Number Priority Date Filing Date Title
US09/977,173 US6925425B2 (en) 2000-10-14 2001-10-12 Method and apparatus for vehicle operator performance assessment and improvement
AU2002224373A AU2002224373A1 (en) 2000-10-14 2001-10-15 Method and apparatus for vehicle operator performance assessment and improvement
DE60115940T DE60115940T2 (de) 2000-10-14 2001-10-15 Verfahren und vorrichtung zur beurteilung und verbesserung der leistung eines fahrzeugführers
PCT/US2001/032101 WO2002034571A2 (en) 2000-10-14 2001-10-15 Method and apparatus for vehicle operator performance assessment and improvement
DK01988663T DK1328421T3 (da) 2000-10-14 2001-10-15 Fremgangsmåde og apparat til vurdering og forbedring af en førers arbejdspræstation
ES01988663T ES2256319T3 (es) 2000-10-14 2001-10-15 Metodo de evaluacion y de mejoras del comportamiento de un conductor de vehiculo y dispositivo a este efecto.
KR1020037005220A KR100872000B1 (ko) 2000-10-14 2001-10-15 차량 오퍼레이터 수행 사정 및 향상을 위한 방법 및 장치
JP2002537583A JP2004512609A (ja) 2000-10-14 2001-10-15 車両運転手の能力評価及び向上のための方法及び装置
EP01988663A EP1328421B1 (de) 2000-10-14 2001-10-15 Verfahren und vorrichtung zur beurteilung und verbesserung der leistung eines fahrzeugführers
AT01988663T ATE313127T1 (de) 2000-10-14 2001-10-15 Verfahren und vorrichtung zur beurteilung und verbesserung der leistung eines fahrzeugführers

Applications Claiming Priority (6)

Application Number Priority Date Filing Date Title
US24044400P 2000-10-14 2000-10-14
US24049300P 2000-10-14 2000-10-14
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Cited By (123)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20040252027A1 (en) * 2003-06-12 2004-12-16 Kari Torkkola Method and apparatus for classifying vehicle operator activity state
US20050055248A1 (en) * 2003-09-04 2005-03-10 Jonathon Helitzer System for the acquisition of technology risk mitigation information associated with insurance
US20050116829A1 (en) * 2003-08-05 2005-06-02 Winfried Koenig Method for ascertaining a critical driving behavior
US20050126841A1 (en) * 2003-12-10 2005-06-16 Denso Corporation Awakening degree determining system
US20050143884A1 (en) * 2001-11-06 2005-06-30 Edgar Bihler Information system in a motor vehicle with driving-style-dependent production of information to be outputted
US20050216136A1 (en) * 2004-03-11 2005-09-29 Bayerische Motoren Werke Aktiengesellschaft Process for the output of information in a vehicle
US20060058963A1 (en) * 2004-09-13 2006-03-16 Smith Matthew R Method for determining driving task demand based on speed variability
US20060109094A1 (en) * 2004-11-05 2006-05-25 Prakah-Asante Kwaku O Vehicle pre-impact sensing and control system with driver response feedback
US20060212195A1 (en) * 2005-03-15 2006-09-21 Veith Gregory W Vehicle data recorder and telematic device
US20060217875A1 (en) * 2005-03-28 2006-09-28 General Motors Corporation. Method and system for monitoring and retrieving device usage
US20060235753A1 (en) * 2005-04-04 2006-10-19 Denso Corporation Vehicular user hospitality system
US20070063854A1 (en) * 2005-08-02 2007-03-22 Jing Zhang Adaptive driver workload estimator
WO2007072412A2 (en) * 2005-12-23 2007-06-28 Koninklijke Philips Electronics N.V. Stressor sensor and stress management system
US20070146146A1 (en) * 2004-08-12 2007-06-28 Bayerische Motoren Werke Aktiengesellschaft Systems and methods for evaluating driver attentivenes for collision avoidance
US20070173986A1 (en) * 2005-12-31 2007-07-26 General Motors Corporation Pre-delivery inspection auditing system and method
US20070192173A1 (en) * 2006-02-15 2007-08-16 Caterpillar Inc. System and method for training a machine operator
US20070276582A1 (en) * 2006-05-25 2007-11-29 Bill Coughlin Haptic apparatus and coaching method for improving vehicle fuel economy
US20080068187A1 (en) * 2006-09-12 2008-03-20 Zachary Thomas Bonefas Method and system for detecting operator alertness
US20080068185A1 (en) * 2006-09-12 2008-03-20 Zachary Thomas Bonefas Method and System For Detecting Operator Alertness
US20080120175A1 (en) * 2006-11-20 2008-05-22 Jeff Doering Driver Input Analysis and Feedback System
US20080147448A1 (en) * 2006-12-19 2008-06-19 Hartford Fire Insurance Company System and method for predicting and responding to likelihood of volatility
US20080154651A1 (en) * 2006-12-22 2008-06-26 Hartford Fire Insurance Company System and method for utilizing interrelated computerized predictive models
US20080154438A1 (en) * 2006-12-22 2008-06-26 Toyota Engineering & Manufacturing North America, Inc. Distraction estimator
US20080195281A1 (en) * 2007-02-12 2008-08-14 William Robert Norris Human perception model for steering performance
US20080195282A1 (en) * 2007-02-12 2008-08-14 William Robert Norris Perception model for trajectory following autonomous and human augmented steering control
US20080195293A1 (en) * 2007-02-12 2008-08-14 William Robert Norris Perception model for trajectory following autonomous and human augmented speed control
US20080195569A1 (en) * 2007-02-12 2008-08-14 William Robert Norris Human perception model for speed control performance
US20080231461A1 (en) * 2007-03-20 2008-09-25 Julian Sanchez Method and system for maintaining operator alertness
US20080243558A1 (en) * 2007-03-27 2008-10-02 Ash Gupte System and method for monitoring driving behavior with feedback
DE102007018517A1 (de) * 2007-04-19 2008-10-23 Bayerische Motoren Werke Aktiengesellschaft Verfahren zur Signalisierung der Komplexität einer Fahrsituation und Informationsanzeigeeinrichtung
US20080291032A1 (en) * 2007-05-23 2008-11-27 Toyota Engineering & Manufacturing North America, Inc. System and method for reducing boredom while driving
US20080306706A1 (en) * 2007-06-07 2008-12-11 Nenad Markovic Accelerometer System
US20090043615A1 (en) * 2007-08-07 2009-02-12 Hartford Fire Insurance Company Systems and methods for predictive data analysis
US20090043467A1 (en) * 2007-08-09 2009-02-12 Ford Global Technologies, Llc Driver Advisory System for Fuel Economy Improvement of a Hybrid Electric Vehicle
US20090112382A1 (en) * 2007-10-31 2009-04-30 Ford Global Technologies, Llc Method and system for alerting a driver that a motive power system is about to be activated
US20090112439A1 (en) * 2007-10-30 2009-04-30 Ford Global Technologies, Llc System and method for obtaining an adjustable accelerator pedal response in a vehicle powertrain
US20090262191A1 (en) * 2005-08-05 2009-10-22 Ian Frederick Haynes Computerized information collection and training method and apparatus
US20090284359A1 (en) * 2008-05-19 2009-11-19 Gm Global Technology Operations, Inc. Vehicle-setting-based driver identification system
US20090284361A1 (en) * 2008-05-19 2009-11-19 John Boddie Driver scoring system with lane changing detection and warning system
US20100036709A1 (en) * 2008-08-05 2010-02-11 Ford Motor Company Method and system of measuring customer satisfaction with purchased vehicle
US20100090839A1 (en) * 2007-02-01 2010-04-15 Takuhiro Omi Driver management apparatus and travel management system
US7711584B2 (en) 2003-09-04 2010-05-04 Hartford Fire Insurance Company System for reducing the risk associated with an insured building structure through the incorporation of selected technologies
US7783505B2 (en) 2003-12-30 2010-08-24 Hartford Fire Insurance Company System and method for computerized insurance rating
WO2010132555A1 (en) * 2009-05-12 2010-11-18 The Children's Hospital Of Philadelhia Individualized mastery-based driver training
US20100322507A1 (en) * 2009-06-22 2010-12-23 Toyota Motor Engineering & Manufacturing North America, Inc. System and method for detecting drowsy facial expressions of vehicle drivers under changing illumination conditions
US7859392B2 (en) 2006-05-22 2010-12-28 Iwi, Inc. System and method for monitoring and updating speed-by-street data
US7876205B2 (en) 2007-10-02 2011-01-25 Inthinc Technology Solutions, Inc. System and method for detecting use of a wireless device in a moving vehicle
US7899610B2 (en) 2006-10-02 2011-03-01 Inthinc Technology Solutions, Inc. System and method for reconfiguring an electronic control unit of a motor vehicle to optimize fuel economy
US20110143726A1 (en) * 2009-12-11 2011-06-16 Alpine Electronics, Inc. Method and apparatus to enhance navigation user experience for a smart phone device
US20110172864A1 (en) * 2010-06-08 2011-07-14 Ford Global Technologies, Llc Adaptive Real-Time Driver Advisory Control for a Hybrid Electric Vehicle to Achieve Fuel Economy Improvement
US20110184766A1 (en) * 2010-01-25 2011-07-28 Hartford Fire Insurance Company Systems and methods for prospecting and rounding business insurance customers
US7999670B2 (en) 2007-07-02 2011-08-16 Inthinc Technology Solutions, Inc. System and method for defining areas of interest and modifying asset monitoring in relation thereto
US8090599B2 (en) 2003-12-30 2012-01-03 Hartford Fire Insurance Company Method and system for computerized insurance underwriting
US20120029743A1 (en) * 2010-07-29 2012-02-02 Kia Motors Corporation Shift Control System Of Hybrid Vehicle With Automatic Transmission And Method Thereof
US20120072322A1 (en) * 2010-09-20 2012-03-22 Agco Corporation Self-provisioning by a machine owner
US20120083974A1 (en) * 2008-11-07 2012-04-05 Volvo Lastvagnar Ab Method and system for combining sensor data
US8188887B2 (en) 2009-02-13 2012-05-29 Inthinc Technology Solutions, Inc. System and method for alerting drivers to road conditions
US8416067B2 (en) 2008-09-09 2013-04-09 United Parcel Service Of America, Inc. Systems and methods for utilizing telematics data to improve fleet management operations
US20130189649A1 (en) * 2012-01-24 2013-07-25 Toyota Motor Engineering & Manufacturing North America, Inc. Driver quality assessment for driver education
US8514825B1 (en) 2011-01-14 2013-08-20 Cisco Technology, Inc. System and method for enabling a vehicular access network in a vehicular environment
US8577703B2 (en) 2007-07-17 2013-11-05 Inthinc Technology Solutions, Inc. System and method for categorizing driving behavior using driver mentoring and/or monitoring equipment to determine an underwriting risk
US20140005886A1 (en) * 2012-06-29 2014-01-02 Microsoft Corporation Controlling automotive functionality using internal- and external-facing sensors
US8666590B2 (en) 2007-06-22 2014-03-04 Inthinc Technology Solutions, Inc. System and method for naming, filtering, and recall of remotely monitored event data
US8688180B2 (en) 2008-08-06 2014-04-01 Inthinc Technology Solutions, Inc. System and method for detecting use of a wireless device while driving
US20140106781A1 (en) * 2011-05-20 2014-04-17 Otodata Wireless Network Inc. Method And System For Monitoring Interactions With A Vehicle
US8818618B2 (en) 2007-07-17 2014-08-26 Inthinc Technology Solutions, Inc. System and method for providing a user interface for vehicle monitoring system users and insurers
US8825277B2 (en) 2007-06-05 2014-09-02 Inthinc Technology Solutions, Inc. System and method for the collection, correlation and use of vehicle collision data
US20140278569A1 (en) * 2013-03-15 2014-09-18 State Farm Mutual Automobile Insurance Company Risk evaluation based on vehicle operator behavior
US20140277874A1 (en) * 2013-03-15 2014-09-18 Ford Global Technologies, Llc Information Display System And Method
US8892341B2 (en) 2009-02-13 2014-11-18 Inthinc Technology Solutions, Inc. Driver mentoring to improve vehicle operation
US8963702B2 (en) 2009-02-13 2015-02-24 Inthinc Technology Solutions, Inc. System and method for viewing and correcting data in a street mapping database
US8972106B2 (en) * 2010-07-29 2015-03-03 Ford Global Technologies, Llc Systems and methods for scheduling driver interface tasks based on driver workload
US9020669B2 (en) 2010-12-29 2015-04-28 Cummins Inc. Hybrid vehicle driver coach
US9067565B2 (en) 2006-05-22 2015-06-30 Inthinc Technology Solutions, Inc. System and method for evaluating driver behavior
US9085262B2 (en) 2012-10-08 2015-07-21 Microsoft Technology Licensing, Llc Tinting indication of environmental conditions
US9117246B2 (en) 2007-07-17 2015-08-25 Inthinc Technology Solutions, Inc. System and method for providing a user interface for vehicle mentoring system users and insurers
US9129460B2 (en) 2007-06-25 2015-09-08 Inthinc Technology Solutions, Inc. System and method for monitoring and improving driver behavior
US9141584B2 (en) 2010-07-29 2015-09-22 Ford Global Technologies, Llc Systems and methods for scheduling driver interface tasks based on driver workload
US9172477B2 (en) 2013-10-30 2015-10-27 Inthinc Technology Solutions, Inc. Wireless device detection using multiple antennas separated by an RF shield
US9208626B2 (en) 2011-03-31 2015-12-08 United Parcel Service Of America, Inc. Systems and methods for segmenting operational data
US9213522B2 (en) 2010-07-29 2015-12-15 Ford Global Technologies, Llc Systems and methods for scheduling driver interface tasks based on driver workload
US9234764B2 (en) 2014-05-20 2016-01-12 Honda Motor Co., Ltd. Navigation system initiating conversation with driver
US9251546B2 (en) 2011-03-22 2016-02-02 The Boeing Company System and method for evaluating operation of a vehicle with respect to a plurality of environmental factors
CN105438182A (zh) * 2014-09-11 2016-03-30 上海通用汽车有限公司 车用空调制冷剂泄漏在线检测方法和车辆
US9311676B2 (en) 2003-09-04 2016-04-12 Hartford Fire Insurance Company Systems and methods for analyzing sensor data
US20160247395A1 (en) * 2013-08-30 2016-08-25 Komatsu Ltd. Management system and management method for mining machine
US9443270B1 (en) 2013-09-17 2016-09-13 Allstate Insurance Company Obtaining insurance information in response to optical input
US9460471B2 (en) 2010-07-16 2016-10-04 Hartford Fire Insurance Company System and method for an automated validation system
US9623875B2 (en) 2014-06-13 2017-04-18 University of Pittsburgh—of the Commonwealth System of Higher Education Systems and method for driving evaluation and training
US20170129497A1 (en) * 2015-03-13 2017-05-11 Project Ray Ltd. System and method for assessing user attention while driving
US9650007B1 (en) 2015-04-13 2017-05-16 Allstate Insurance Company Automatic crash detection
US9665910B2 (en) 2008-02-20 2017-05-30 Hartford Fire Insurance Company System and method for providing customized safety feedback
US9805521B1 (en) 2013-12-03 2017-10-31 United Parcel Service Of America, Inc. Systems and methods for assessing turns made by a vehicle
US10019009B2 (en) 2016-06-15 2018-07-10 Allstate Insurance Company Vehicle control systems
US20180197025A1 (en) * 2015-12-29 2018-07-12 Thunder Power New Energy Vehicle Development Company Limited Platform for acquiring driver behavior data
US10032226B1 (en) 2013-03-08 2018-07-24 Allstate Insurance Company Automatic exchange of information in response to a collision event
US10083551B1 (en) 2015-04-13 2018-09-25 Allstate Insurance Company Automatic crash detection
US10121204B1 (en) 2013-03-08 2018-11-06 Allstate Insurance Company Automated accident detection, fault attribution, and claims processing
US20190019122A1 (en) * 2017-07-14 2019-01-17 Allstate Insurance Company Controlling Vehicles Using Contextual Driver And/Or Rider Data Based On Automatic Passenger Detection and Mobility Status
US20190019133A1 (en) * 2017-07-14 2019-01-17 Allstate Insurance Company Controlling Vehicles Using Contextual Driver And/Or Rider Data Based on Automatic Passenger Detection and Mobility Status
US10274338B2 (en) 2016-12-11 2019-04-30 International Business Machines Corporation Risk situations for vehicle occupants based on data provided by vehicle sensors and contextual information
US10309788B2 (en) 2015-05-11 2019-06-04 United Parcel Service Of America, Inc. Determining street segment headings
US10394871B2 (en) 2016-10-18 2019-08-27 Hartford Fire Insurance Company System to predict future performance characteristic for an electronic record
US10399584B2 (en) 2014-03-27 2019-09-03 Ge Global Sourcing Llc System and method integrating an energy management system and yard planner system
US10417713B1 (en) 2013-03-08 2019-09-17 Allstate Insurance Company Determining whether a vehicle is parked for automated accident detection, fault attribution, and claims processing
US10445758B1 (en) * 2013-03-15 2019-10-15 Allstate Insurance Company Providing rewards based on driving behaviors detected by a mobile computing device
US10475127B1 (en) 2014-07-21 2019-11-12 State Farm Mutual Automobile Insurance Company Methods of providing insurance savings based upon telematics and insurance incentives
US20190359223A1 (en) * 2018-05-22 2019-11-28 International Business Machines Corporation Providing a notification based on a deviation from a determined driving behavior
US10572943B1 (en) 2013-09-10 2020-02-25 Allstate Insurance Company Maintaining current insurance information at a mobile device
US10713717B1 (en) 2015-01-22 2020-07-14 Allstate Insurance Company Total loss evaluation and handling system and method
US10713860B2 (en) 2011-03-31 2020-07-14 United Parcel Service Of America, Inc. Segmenting operational data
US10755495B1 (en) * 2017-09-25 2020-08-25 State Farm Mutual Automobile Insurance Company Technology for detecting onboard sensor tampering
US10832699B1 (en) 2019-12-05 2020-11-10 Toyota Motor North America, Inc. Impact media sharing
US20200410368A1 (en) * 2019-06-25 2020-12-31 International Business Machines Corporation Extended rule generation
US10902525B2 (en) 2016-09-21 2021-01-26 Allstate Insurance Company Enhanced image capture and analysis of damaged tangible objects
US10963966B1 (en) 2013-09-27 2021-03-30 Allstate Insurance Company Electronic exchange of insurance information
US11107355B2 (en) 2019-12-05 2021-08-31 Toyota Motor North America, Inc. Transport dangerous driving reporting
US11308800B2 (en) 2019-12-05 2022-04-19 Toyota Motor North America, Inc. Transport impact reporting based on sound levels
US11361380B2 (en) 2016-09-21 2022-06-14 Allstate Insurance Company Enhanced image capture and analysis of damaged tangible objects
US11397432B2 (en) 2016-04-25 2022-07-26 Transportation Ip Holdings, Llc Remote vehicle operator assignment system
US11482058B2 (en) 2008-09-09 2022-10-25 United Parcel Service Of America, Inc. Systems and methods for utilizing telematics data to improve fleet management operations
US11590981B2 (en) 2017-07-14 2023-02-28 Allstate Insurance Company Shared mobility service passenger matching based on passenger attributes
US11720971B1 (en) 2017-04-21 2023-08-08 Allstate Insurance Company Machine learning based accident assessment

Families Citing this family (61)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6587068B2 (en) * 2001-10-09 2003-07-01 Escort Inc. Police radar/laser detector with integral vehicle parameter display
DE10103401A1 (de) * 2001-01-26 2002-08-01 Daimler Chrysler Ag Gefahrenabwendungssystem für ein Fahrzeug
DE10144359A1 (de) * 2001-09-10 2003-04-03 Siemens Ag Vorrichtung zum Messen des Reifendrucks eines jeden Rades eines Kraftfahrzeug und Verfahren zum Betreiben der Vorrichtung
US8301108B2 (en) 2002-11-04 2012-10-30 Naboulsi Mouhamad A Safety control system for vehicles
AUPS017302A0 (en) * 2002-01-25 2002-02-14 Tritronics (Australia) Pty Ltd Performance monitoring system and method
DE10223214A1 (de) * 2002-05-24 2003-12-18 Siemens Ag Verfahren zum Zuordnen von Reifenmodulen zu Radpositionen eines Reifendrucküberwachungssytems für ein Kraftfahrzeug und Vorrichtung zum Überwachen des Reifendrucks
US6980099B2 (en) * 2002-07-01 2005-12-27 Siemens Aktiengesellschaft Arrangement for monitoring at least one parameter for a number of motor vehicle wheels
NO317200B1 (no) * 2002-08-09 2004-09-13 Best Practice Deployment As System for trafikkopplaering i et kjoretoy
US6961644B2 (en) 2002-12-12 2005-11-01 Alps Automotive, Inc. Dual haptic vehicle control and display system
US7762665B2 (en) * 2003-03-21 2010-07-27 Queen's University At Kingston Method and apparatus for communication between humans and devices
US6931309B2 (en) * 2003-05-06 2005-08-16 Innosurance, Inc. Motor vehicle operating data collection and analysis
EP1638801A1 (de) * 2003-06-06 2006-03-29 Volvo Technology Corporation Verfahren und anordnung zur steuerung von fahrzeugteilsystemen auf grundlage von interpretierter fahreraktivität
WO2005055046A1 (en) * 2003-11-20 2005-06-16 Volvo Technology Corporation Method and system for interact between a vehicle driver and a plurality of applications
US7269504B2 (en) * 2004-05-12 2007-09-11 Motorola, Inc. System and method for assigning a level of urgency to navigation cues
US7386377B2 (en) * 2005-04-07 2008-06-10 Sorensen David I Vehicle and equipment monitoring apparatus
US7403124B2 (en) * 2005-05-10 2008-07-22 Fuji Jukogyo Kabushiki Kaisha Driving support equipment for vehicles
US7532958B2 (en) 2005-06-24 2009-05-12 General Motors Corporation Method for real-time assessment of driver workload by a navigation or telematics device
JP4743496B2 (ja) * 2005-07-08 2011-08-10 アイシン・エィ・ダブリュ株式会社 ナビゲーション装置及びナビゲーション方法
GB2434346B (en) * 2006-01-18 2011-01-05 Airmax Group Plc Method and system for driver style monitoring and analysing
DE102006008981A1 (de) * 2006-02-23 2007-08-30 Siemens Ag Assistenzsystem zur Unterstützung eines Fahrers
GB0605069D0 (en) * 2006-03-14 2006-04-26 Airmax Group Plc Method and system for driver style monitoring and analysing
JP2007295524A (ja) * 2006-03-28 2007-11-08 Denso Corp 情報通信システム、施設側装置、ユーザ側装置、管理装置、車両側装置、施設側プログラム、ユーザ側プログラム、管理プログラム及び車両側プログラム
JP2007261432A (ja) * 2006-03-28 2007-10-11 Toyota Motor Corp 車両用制御装置
WO2008093712A1 (ja) * 2007-02-01 2008-08-07 Denso Corporation ドライバ管理装置および運行管理システム
WO2008110739A1 (en) * 2007-03-14 2008-09-18 Airmax Group Plc Method and system for driver style monitoring a analysing
JP4687698B2 (ja) * 2007-09-06 2011-05-25 トヨタ自動車株式会社 省燃費運転支援装置
JP5203841B2 (ja) * 2008-08-01 2013-06-05 株式会社デンソー 運転アドバイス提供装置
JP5444898B2 (ja) 2009-07-09 2014-03-19 アイシン精機株式会社 状態検出装置、状態検出方法及びプログラム
US20110032098A1 (en) * 2009-08-06 2011-02-10 Cheng-Yun Yang Portable electronic apparatus with a user physical status sensing and warning circuit
US8909414B2 (en) * 2009-12-14 2014-12-09 Volkswagen Ag Three-dimensional corporeal figure for communication with a passenger in a motor vehicle
US9273978B2 (en) * 2010-01-08 2016-03-01 Blackberry Limited Methods, device and systems for delivery of navigational notifications
US8880282B2 (en) * 2010-10-04 2014-11-04 Toyota Motor Engineering & Manufacturing North America, Inc. Method and system for risk prediction for a support actuation system
US20140074480A1 (en) * 2012-09-11 2014-03-13 GM Global Technology Operations LLC Voice stamp-driven in-vehicle functions
JP6215950B2 (ja) * 2012-09-17 2017-10-18 ボルボ ラストバグナー アクチエボラグ 状況に基づいた指導メッセージを車両の運転者に与える方法
US9424696B2 (en) * 2012-10-04 2016-08-23 Zonar Systems, Inc. Virtual trainer for in vehicle driver coaching and to collect metrics to improve driver performance
KR101432067B1 (ko) * 2012-12-06 2014-08-22 대구가톨릭대학교산학협력단 운전능력 평가시스템
DE102013001747A1 (de) * 2013-01-31 2014-07-31 Volkswagen Aktiengesellschaft Verfahren und Vorrichtung zur Bewertung einer Fahrt
US20140272811A1 (en) * 2013-03-13 2014-09-18 Mighty Carma, Inc. System and method for providing driving and vehicle related assistance to a driver
US9211891B2 (en) * 2013-08-02 2015-12-15 Inrix Inc. Personalized vehicle driving suggestions
US9188449B2 (en) * 2013-12-06 2015-11-17 Harman International Industries, Incorporated Controlling in-vehicle computing system based on contextual data
US20150161913A1 (en) * 2013-12-10 2015-06-11 At&T Mobility Ii Llc Method, computer-readable storage device and apparatus for providing a recommendation in a vehicle
JP6593974B2 (ja) * 2014-02-28 2019-10-23 矢崎エナジーシステム株式会社 運行評価装置
US20150262198A1 (en) * 2014-03-13 2015-09-17 GM Global Technology Operations LLC Method and apparatus of tracking and predicting usage trend of in-vehicle apps
EP3147171A4 (de) * 2014-08-05 2018-01-24 Launch Tech Company Limited Verfahren, vorrichtung und system zur erzeugung von fahrverhaltenanleitungsinformation
EP3075315B1 (de) * 2015-04-02 2024-02-07 Essilor International Vorrichtung und computerimplementiertes verfahren zur überwachung des visuellen verhaltens einer person
CN117523941A (zh) * 2015-09-21 2024-02-06 Cw与Sr投资有限公司 用于紧急制动表现测试、评估和/或驾驶员培训的方法和设备
DE102015221367A1 (de) * 2015-11-02 2017-05-04 Bayerische Motoren Werke Aktiengesellschaft Verfahren zum Ermitteln von Prior-Werten einer Überwachungsvorrichtung eines Fahrers eines Kraftfahrzeuges
CN105788401B (zh) * 2016-04-20 2018-09-28 公安部交通管理科学研究所 基于实车体的防御性驾驶模拟体验训练系统
US10407078B2 (en) * 2016-04-26 2019-09-10 Sivalogeswaran Ratnasingam Dynamic learning driving system and method
US10474946B2 (en) * 2016-06-24 2019-11-12 Microsoft Technology Licensing, Llc Situation aware personal assistant
US11173919B2 (en) * 2016-07-20 2021-11-16 Toyota Motor Europe Control device, system and method for determining a comfort level of a driver
US10131363B2 (en) * 2016-10-24 2018-11-20 Ford Global Technologies, Llc Vehicle with mode guidance
JP7016351B2 (ja) * 2017-03-31 2022-02-14 本田技研工業株式会社 車載装置、情報管理サーバ、情報管理システム、および方法
DE102017217175A1 (de) * 2017-09-27 2019-03-28 Continental Automotive Gmbh Verfahren zum Erzeugen eines aktuellen Betriebsstrategievorschlags für ein Kraftfahrzeug
US20190185012A1 (en) 2017-12-18 2019-06-20 PlusAI Corp Method and system for personalized motion planning in autonomous driving vehicles
US11273836B2 (en) 2017-12-18 2022-03-15 Plusai, Inc. Method and system for human-like driving lane planning in autonomous driving vehicles
US11130497B2 (en) 2017-12-18 2021-09-28 Plusai Limited Method and system for ensemble vehicle control prediction in autonomous driving vehicles
CN108248608B (zh) * 2017-12-28 2019-09-17 北京百度网讯科技有限公司 用于评估驾驶系统的舒适度的方法和装置
EP3576074A1 (de) * 2018-06-01 2019-12-04 Volvo Car Corporation Verfahren und system zur unterstützung von fahrern beim fahren mit vorsicht
WO2020257420A1 (en) * 2019-06-18 2020-12-24 Veoneer Us, Inc. Good driver scorecard and driver training
US11798321B2 (en) * 2020-08-28 2023-10-24 ANI Technologies Private Limited Driver score determination for vehicle drivers

Citations (28)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4240071A (en) * 1976-07-09 1980-12-16 Toyota Jidosha Kogyo Kabushiki Kaisha Digital circuit for conditioning the operation of a motor vehicle upon the tested motor ability of the operator
JPH01195139A (ja) 1988-01-30 1989-08-07 Suzuki Motor Co Ltd エンジン出力制御装置
US5074144A (en) * 1989-02-27 1991-12-24 Gary F. Krofchalk Vehicle performance monitoring system
WO1992003803A1 (en) * 1990-08-15 1992-03-05 Sses Ab Method and apparatus to enhance traffic safety
US5150609A (en) * 1989-08-24 1992-09-29 Dr. Ing. H.C.F. Porsche Ag On board computer for a motor vehicle
US5390117A (en) * 1992-06-30 1995-02-14 Siemens Aktiengesellschaft Transmission control with a fuzzy logic controller
US5465079A (en) * 1992-08-14 1995-11-07 Vorad Safety Systems, Inc. Method and apparatus for determining driver fitness in real time
US5499182A (en) * 1994-12-07 1996-03-12 Ousborne; Jeffrey Vehicle driver performance monitoring system
EP0825568A2 (de) 1996-08-19 1998-02-25 Data Tec Co., Ltd. Aufzeichnungsgerät für die Fahrweise mit einem Fahrzeug, Analysator der Fahrtdaten eines Fahrzeuges und Speichermedium
US5769085A (en) * 1993-01-06 1998-06-23 Mitsubishi Jidosha Kogyo Kabushiki Kaisha Apparatus for detecting awareness of a vehicle driver and method thereof
JPH10313359A (ja) 1997-05-12 1998-11-24 Nec Corp 自動応答電話装置
WO2000007150A1 (en) 1998-07-30 2000-02-10 Universiteit Twente System and method for driving a motor vehicle in an efficient manner
WO2000031712A1 (en) 1998-11-26 2000-06-02 Greger Andersson Method to decide the handling pattern of the controls for a driver
WO2000034742A1 (fr) 1998-12-09 2000-06-15 Data Tec Co., Ltd. Systeme de controle de fonctionnement capable d'analyser la tendance de conduite et appareil correspondant
WO2000055000A1 (de) 1999-03-17 2000-09-21 Fahrertraining & Motorsportmanagement Gesellschaft M.B.H. Verfahren und vorrichtung zur überwachung der fahrtüchtigkeit einer ein fahrzeug oder einen fahrsimulator steuernden person
US6241686B1 (en) * 1998-10-30 2001-06-05 The United States Of America As Represented By The Secretary Of The Army System and method for predicting human cognitive performance using data from an actigraph
US6249720B1 (en) 1997-07-22 2001-06-19 Kabushikikaisha Equos Research Device mounted in vehicle
US6268803B1 (en) * 1998-08-06 2001-07-31 Altra Technologies Incorporated System and method of avoiding collisions
US6272411B1 (en) * 1994-04-12 2001-08-07 Robert Bosch Corporation Method of operating a vehicle occupancy state sensor system
US6285930B1 (en) * 2000-02-28 2001-09-04 Case Corporation Tracking improvement for a vision guidance system
US6356812B1 (en) 2000-09-14 2002-03-12 International Business Machines Corporation Method and apparatus for displaying information in a vehicle
US20020032510A1 (en) * 2000-04-06 2002-03-14 Turnbull Robert R. Vehicle rearview mirror assembly incorporating a communication system
US6370454B1 (en) * 2000-02-25 2002-04-09 Edwin S. Moore Iii Apparatus and method for monitoring and maintaining mechanized equipment
US20020103622A1 (en) * 2000-07-17 2002-08-01 Burge John R. Decision-aid system based on wirelessly-transmitted vehicle crash sensor information
US6449572B1 (en) * 1998-12-24 2002-09-10 Daimlerchrysler Ag Method and device for classifying the driving style of a driver in a motor vehicle
US20030014176A1 (en) * 2000-08-02 2003-01-16 Levine Alfred B. Vehicle drive override system
US6564127B1 (en) * 2000-10-25 2003-05-13 General Motors Corporation Data collection via a wireless communication system
US20040036601A1 (en) * 2000-09-21 2004-02-26 Obradovich Michael L Technique for operating a vehicle effectively and safely

Family Cites Families (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP3843513B2 (ja) * 1996-12-24 2006-11-08 トヨタ自動車株式会社 車両用警報装置
JP2000268297A (ja) * 1999-03-16 2000-09-29 Nissan Motor Co Ltd 安全運転評価装置

Patent Citations (28)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4240071A (en) * 1976-07-09 1980-12-16 Toyota Jidosha Kogyo Kabushiki Kaisha Digital circuit for conditioning the operation of a motor vehicle upon the tested motor ability of the operator
JPH01195139A (ja) 1988-01-30 1989-08-07 Suzuki Motor Co Ltd エンジン出力制御装置
US5074144A (en) * 1989-02-27 1991-12-24 Gary F. Krofchalk Vehicle performance monitoring system
US5150609A (en) * 1989-08-24 1992-09-29 Dr. Ing. H.C.F. Porsche Ag On board computer for a motor vehicle
WO1992003803A1 (en) * 1990-08-15 1992-03-05 Sses Ab Method and apparatus to enhance traffic safety
US5390117A (en) * 1992-06-30 1995-02-14 Siemens Aktiengesellschaft Transmission control with a fuzzy logic controller
US5465079A (en) * 1992-08-14 1995-11-07 Vorad Safety Systems, Inc. Method and apparatus for determining driver fitness in real time
US5769085A (en) * 1993-01-06 1998-06-23 Mitsubishi Jidosha Kogyo Kabushiki Kaisha Apparatus for detecting awareness of a vehicle driver and method thereof
US6272411B1 (en) * 1994-04-12 2001-08-07 Robert Bosch Corporation Method of operating a vehicle occupancy state sensor system
US5499182A (en) * 1994-12-07 1996-03-12 Ousborne; Jeffrey Vehicle driver performance monitoring system
EP0825568A2 (de) 1996-08-19 1998-02-25 Data Tec Co., Ltd. Aufzeichnungsgerät für die Fahrweise mit einem Fahrzeug, Analysator der Fahrtdaten eines Fahrzeuges und Speichermedium
JPH10313359A (ja) 1997-05-12 1998-11-24 Nec Corp 自動応答電話装置
US6249720B1 (en) 1997-07-22 2001-06-19 Kabushikikaisha Equos Research Device mounted in vehicle
WO2000007150A1 (en) 1998-07-30 2000-02-10 Universiteit Twente System and method for driving a motor vehicle in an efficient manner
US6268803B1 (en) * 1998-08-06 2001-07-31 Altra Technologies Incorporated System and method of avoiding collisions
US6241686B1 (en) * 1998-10-30 2001-06-05 The United States Of America As Represented By The Secretary Of The Army System and method for predicting human cognitive performance using data from an actigraph
WO2000031712A1 (en) 1998-11-26 2000-06-02 Greger Andersson Method to decide the handling pattern of the controls for a driver
WO2000034742A1 (fr) 1998-12-09 2000-06-15 Data Tec Co., Ltd. Systeme de controle de fonctionnement capable d'analyser la tendance de conduite et appareil correspondant
US6449572B1 (en) * 1998-12-24 2002-09-10 Daimlerchrysler Ag Method and device for classifying the driving style of a driver in a motor vehicle
WO2000055000A1 (de) 1999-03-17 2000-09-21 Fahrertraining & Motorsportmanagement Gesellschaft M.B.H. Verfahren und vorrichtung zur überwachung der fahrtüchtigkeit einer ein fahrzeug oder einen fahrsimulator steuernden person
US6370454B1 (en) * 2000-02-25 2002-04-09 Edwin S. Moore Iii Apparatus and method for monitoring and maintaining mechanized equipment
US6285930B1 (en) * 2000-02-28 2001-09-04 Case Corporation Tracking improvement for a vision guidance system
US20020032510A1 (en) * 2000-04-06 2002-03-14 Turnbull Robert R. Vehicle rearview mirror assembly incorporating a communication system
US20020103622A1 (en) * 2000-07-17 2002-08-01 Burge John R. Decision-aid system based on wirelessly-transmitted vehicle crash sensor information
US20030014176A1 (en) * 2000-08-02 2003-01-16 Levine Alfred B. Vehicle drive override system
US6356812B1 (en) 2000-09-14 2002-03-12 International Business Machines Corporation Method and apparatus for displaying information in a vehicle
US20040036601A1 (en) * 2000-09-21 2004-02-26 Obradovich Michael L Technique for operating a vehicle effectively and safely
US6564127B1 (en) * 2000-10-25 2003-05-13 General Motors Corporation Data collection via a wireless communication system

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
English translation of the International Search Report for Application No. PCT/US01/32101, filed Oct. 15, 2001.
Remboski et al., "Driver Performance Improvement through the Driver Advocate: A Research Initiative toward Automotive Safety", SAE Technical Paper Series, Oct. 16-18, 1999, 12 pgs., SAE International.
U.S. Appl. No. 60/234,134. *

Cited By (296)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7149653B2 (en) * 2001-11-06 2006-12-12 Daimlerchrysler Ag Information system in a motor vehicle with driving-style-dependent production of information to be outputted
US20050143884A1 (en) * 2001-11-06 2005-06-30 Edgar Bihler Information system in a motor vehicle with driving-style-dependent production of information to be outputted
US7292152B2 (en) 2003-06-12 2007-11-06 Temic Automotive Of North America, Inc. Method and apparatus for classifying vehicle operator activity state
US20040252027A1 (en) * 2003-06-12 2004-12-16 Kari Torkkola Method and apparatus for classifying vehicle operator activity state
US20050116829A1 (en) * 2003-08-05 2005-06-02 Winfried Koenig Method for ascertaining a critical driving behavior
US8271303B2 (en) 2003-09-04 2012-09-18 Hartford Fire Insurance Company System for reducing the risk associated with an insured building structure through the incorporation of selected technologies
US8676612B2 (en) 2003-09-04 2014-03-18 Hartford Fire Insurance Company System for adjusting insurance for a building structure through the incorporation of selected technologies
US10032224B2 (en) 2003-09-04 2018-07-24 Hartford Fire Insurance Company Systems and methods for analyzing sensor data
US9881342B2 (en) 2003-09-04 2018-01-30 Hartford Fire Insurance Company Remote sensor data systems
US20050055248A1 (en) * 2003-09-04 2005-03-10 Jonathon Helitzer System for the acquisition of technology risk mitigation information associated with insurance
US11182861B2 (en) 2003-09-04 2021-11-23 Hartford Fire Insurance Company Structure condition sensor and remediation system
US7610210B2 (en) 2003-09-04 2009-10-27 Hartford Fire Insurance Company System for the acquisition of technology risk mitigation information associated with insurance
US9311676B2 (en) 2003-09-04 2016-04-12 Hartford Fire Insurance Company Systems and methods for analyzing sensor data
US7711584B2 (en) 2003-09-04 2010-05-04 Hartford Fire Insurance Company System for reducing the risk associated with an insured building structure through the incorporation of selected technologies
US10817952B2 (en) 2003-09-04 2020-10-27 Hartford Fire Insurance Company Remote sensor systems
US10354328B2 (en) 2003-09-04 2019-07-16 Hartford Fire Insurance Company System for processing remote sensor data
US20050126841A1 (en) * 2003-12-10 2005-06-16 Denso Corporation Awakening degree determining system
US7222690B2 (en) * 2003-12-10 2007-05-29 Denso Corporation Awakening degree determining system
US7881951B2 (en) 2003-12-30 2011-02-01 Hartford Fire Insurance Company System and method for computerized insurance rating
US8090599B2 (en) 2003-12-30 2012-01-03 Hartford Fire Insurance Company Method and system for computerized insurance underwriting
US8655690B2 (en) 2003-12-30 2014-02-18 Hartford Fire Insurance Company Computer system and method for processing of data related to insurance quoting
US8504394B2 (en) 2003-12-30 2013-08-06 Hartford Fire Insurance Company System and method for processing of data related to requests for quotes for property and casualty insurance
US8812332B2 (en) 2003-12-30 2014-08-19 Hartford Fire Insurance Company Computer system and method for processing of data related to generating insurance quotes
US10650459B2 (en) 2003-12-30 2020-05-12 Hartford Fire Insurance Company Computer system and method for management of user interface data
US8229772B2 (en) 2003-12-30 2012-07-24 Hartford Fire Insurance Company Method and system for processing of data related to insurance
US7783505B2 (en) 2003-12-30 2010-08-24 Hartford Fire Insurance Company System and method for computerized insurance rating
US8332246B2 (en) 2003-12-30 2012-12-11 Hartford Fire Insurance Company Method and system for processing of data related to underwriting of insurance
US7482911B2 (en) * 2004-03-11 2009-01-27 Bayerische Motoren Werke Aktiengesellschaft Process for the output of information in a vehicle
US20050216136A1 (en) * 2004-03-11 2005-09-29 Bayerische Motoren Werke Aktiengesellschaft Process for the output of information in a vehicle
US20070146146A1 (en) * 2004-08-12 2007-06-28 Bayerische Motoren Werke Aktiengesellschaft Systems and methods for evaluating driver attentivenes for collision avoidance
US7592920B2 (en) * 2004-08-12 2009-09-22 Bayerische Motoren Werke Aktiengesellschaft Systems and methods for evaluating driver attentiveness for collision avoidance
US7146276B2 (en) * 2004-09-13 2006-12-05 Delphi Technologies, Inc. Method for determining driving task demand based on speed variability
US20060058963A1 (en) * 2004-09-13 2006-03-16 Smith Matthew R Method for determining driving task demand based on speed variability
US20060109094A1 (en) * 2004-11-05 2006-05-25 Prakah-Asante Kwaku O Vehicle pre-impact sensing and control system with driver response feedback
US7253724B2 (en) * 2004-11-05 2007-08-07 Ford Global Technologies, Inc. Vehicle pre-impact sensing and control system with driver response feedback
US20060212195A1 (en) * 2005-03-15 2006-09-21 Veith Gregory W Vehicle data recorder and telematic device
US7636626B2 (en) * 2005-03-28 2009-12-22 General Motors Company Method and system for monitoring and retrieving device usage
US20060217875A1 (en) * 2005-03-28 2006-09-28 General Motors Corporation. Method and system for monitoring and retrieving device usage
US8140344B2 (en) * 2005-04-04 2012-03-20 Denso Corporation Vehicular user hospitality system
US20060235753A1 (en) * 2005-04-04 2006-10-19 Denso Corporation Vehicular user hospitality system
US20070063854A1 (en) * 2005-08-02 2007-03-22 Jing Zhang Adaptive driver workload estimator
US7394393B2 (en) * 2005-08-02 2008-07-01 Gm Global Technology Operations, Inc. Adaptive driver workload estimator
US20090262191A1 (en) * 2005-08-05 2009-10-22 Ian Frederick Haynes Computerized information collection and training method and apparatus
US8633985B2 (en) * 2005-08-05 2014-01-21 Vigil Systems Pty. Ltd. Computerized information collection and training method and apparatus
US20100208070A2 (en) * 2005-08-05 2010-08-19 Vigil Systems Pty Ltd Computerized information collection and training method and apparatus
WO2007072412A2 (en) * 2005-12-23 2007-06-28 Koninklijke Philips Electronics N.V. Stressor sensor and stress management system
US8323191B2 (en) 2005-12-23 2012-12-04 Koninklijke Philips Electronics N.V. Stressor sensor and stress management system
CN101346098B (zh) * 2005-12-23 2011-11-02 皇家飞利浦电子股份有限公司 紧张性刺激传感器和压力管理系统
US20090005657A1 (en) * 2005-12-23 2009-01-01 Koninklijke Philips Electronics N.V. Stressor Sensor and Stress Management System
WO2007072412A3 (en) * 2005-12-23 2007-10-18 Koninkl Philips Electronics Nv Stressor sensor and stress management system
US20070191995A1 (en) * 2005-12-31 2007-08-16 General Motors Corporation Enrollment method for a vehicle email notification system
US20080027604A1 (en) * 2005-12-31 2008-01-31 General Motors Corporation Vehicle maintenance event reporting method
US20070173986A1 (en) * 2005-12-31 2007-07-26 General Motors Corporation Pre-delivery inspection auditing system and method
US20070173992A1 (en) * 2005-12-31 2007-07-26 General Motors Corporation Vehicle email notification system and method
US7908051B2 (en) 2005-12-31 2011-03-15 General Motors Llc Vehicle maintenance event reporting method
US20070179798A1 (en) * 2005-12-31 2007-08-02 General Motors Corporation Vehicle email system and method with financial notification features
US8892297B2 (en) 2005-12-31 2014-11-18 General Motors Llc Pre-delivery inspection auditing system and method
US20080027606A1 (en) * 2005-12-31 2008-01-31 General Motors Corporation Criteria-based alternative messaging for a vehicle email notification system
US20080039995A1 (en) * 2005-12-31 2008-02-14 General Motors Corporation Vehicle fleet email notification method and system
US7756616B2 (en) * 2005-12-31 2010-07-13 General Motors Llc Criteria-based alternative messaging for a vehicle email notification system
US10373400B2 (en) 2005-12-31 2019-08-06 General Motors Llc Vehicle email notification system and method
US9129233B2 (en) * 2006-02-15 2015-09-08 Catepillar Inc. System and method for training a machine operator
US20070192173A1 (en) * 2006-02-15 2007-08-16 Caterpillar Inc. System and method for training a machine operator
US9847021B2 (en) 2006-05-22 2017-12-19 Inthinc LLC System and method for monitoring and updating speed-by-street data
US8890717B2 (en) 2006-05-22 2014-11-18 Inthinc Technology Solutions, Inc. System and method for monitoring and updating speed-by-street data
US8630768B2 (en) 2006-05-22 2014-01-14 Inthinc Technology Solutions, Inc. System and method for monitoring vehicle parameters and driver behavior
US9067565B2 (en) 2006-05-22 2015-06-30 Inthinc Technology Solutions, Inc. System and method for evaluating driver behavior
US7859392B2 (en) 2006-05-22 2010-12-28 Iwi, Inc. System and method for monitoring and updating speed-by-street data
US10522033B2 (en) 2006-05-22 2019-12-31 Inthinc LLC Vehicle monitoring devices and methods for managing man down signals
US8290697B2 (en) * 2006-05-25 2012-10-16 Ford Global Technologies Llc Haptic apparatus and coaching method for improving vehicle fuel economy
US7603228B2 (en) * 2006-05-25 2009-10-13 Ford Global Technologies, Llc Haptic apparatus and coaching method for improving vehicle fuel economy
US20070276582A1 (en) * 2006-05-25 2007-11-29 Bill Coughlin Haptic apparatus and coaching method for improving vehicle fuel economy
WO2007140232A2 (en) 2006-05-25 2007-12-06 Ford Global Technologies, Llc Haptic apparatus and coaching method for improving vehicle fuel economy
US20100030458A1 (en) * 2006-05-25 2010-02-04 Ford Global Technologies, Llc Haptic Apparatus and Coaching Method for Improving Vehicle Fuel Economy
US20080068187A1 (en) * 2006-09-12 2008-03-20 Zachary Thomas Bonefas Method and system for detecting operator alertness
US7692549B2 (en) 2006-09-12 2010-04-06 Deere & Company Method and system for detecting operator alertness
US20080068185A1 (en) * 2006-09-12 2008-03-20 Zachary Thomas Bonefas Method and System For Detecting Operator Alertness
US7692550B2 (en) 2006-09-12 2010-04-06 Deere & Company Method and system for detecting operator alertness
US20080068186A1 (en) * 2006-09-12 2008-03-20 Zachary Thomas Bonefas Method and system for detecting operator alertness
US7692548B2 (en) 2006-09-12 2010-04-06 Deere & Company Method and system for detecting operator alertness
US7692551B2 (en) 2006-09-12 2010-04-06 Deere & Company Method and system for detecting operator alertness
US7899610B2 (en) 2006-10-02 2011-03-01 Inthinc Technology Solutions, Inc. System and method for reconfiguring an electronic control unit of a motor vehicle to optimize fuel economy
US7765058B2 (en) * 2006-11-20 2010-07-27 Ford Global Technologies, Llc Driver input analysis and feedback system
US20080120175A1 (en) * 2006-11-20 2008-05-22 Jeff Doering Driver Input Analysis and Feedback System
US8798987B2 (en) 2006-12-19 2014-08-05 Hartford Fire Insurance Company System and method for processing data relating to insurance claim volatility
US8359209B2 (en) 2006-12-19 2013-01-22 Hartford Fire Insurance Company System and method for predicting and responding to likelihood of volatility
US8571900B2 (en) 2006-12-19 2013-10-29 Hartford Fire Insurance Company System and method for processing data relating to insurance claim stability indicator
US20080147448A1 (en) * 2006-12-19 2008-06-19 Hartford Fire Insurance Company System and method for predicting and responding to likelihood of volatility
US20080154438A1 (en) * 2006-12-22 2008-06-26 Toyota Engineering & Manufacturing North America, Inc. Distraction estimator
US7880621B2 (en) 2006-12-22 2011-02-01 Toyota Motor Engineering & Manufacturing North America, Inc. Distraction estimator
US9881340B2 (en) 2006-12-22 2018-01-30 Hartford Fire Insurance Company Feedback loop linked models for interface generation
US20110218827A1 (en) * 2006-12-22 2011-09-08 Hartford Fire Insurance Company System and method for utilizing interrelated computerized predictive models
US20080154651A1 (en) * 2006-12-22 2008-06-26 Hartford Fire Insurance Company System and method for utilizing interrelated computerized predictive models
US7945497B2 (en) 2006-12-22 2011-05-17 Hartford Fire Insurance Company System and method for utilizing interrelated computerized predictive models
US20100090839A1 (en) * 2007-02-01 2010-04-15 Takuhiro Omi Driver management apparatus and travel management system
US8164463B2 (en) * 2007-02-01 2012-04-24 Denso Corporation Driver management apparatus and travel management system
US20080195293A1 (en) * 2007-02-12 2008-08-14 William Robert Norris Perception model for trajectory following autonomous and human augmented speed control
US7769512B2 (en) 2007-02-12 2010-08-03 Deere & Company Vehicle steering control method and performance
US20080195281A1 (en) * 2007-02-12 2008-08-14 William Robert Norris Human perception model for steering performance
US20080195282A1 (en) * 2007-02-12 2008-08-14 William Robert Norris Perception model for trajectory following autonomous and human augmented steering control
US8510034B2 (en) 2007-02-12 2013-08-13 Deere & Company Perception model for trajectory following autonomous and human augmented steering control
US8195364B2 (en) 2007-02-12 2012-06-05 Deere & Company Perception model for trajectory following autonomous and human augmented steering control
US20080195569A1 (en) * 2007-02-12 2008-08-14 William Robert Norris Human perception model for speed control performance
US7895135B2 (en) * 2007-02-12 2011-02-22 Deere & Company Human perception model for speed control performance
US8498796B2 (en) 2007-02-12 2013-07-30 Deere & Company Perception model for trajectory following autonomous and human augmented speed control
US7652583B2 (en) 2007-03-20 2010-01-26 Deere & Company Method and system for maintaining operator alertness
US20080231461A1 (en) * 2007-03-20 2008-09-25 Julian Sanchez Method and system for maintaining operator alertness
US20080243558A1 (en) * 2007-03-27 2008-10-02 Ash Gupte System and method for monitoring driving behavior with feedback
DE102007018517A1 (de) * 2007-04-19 2008-10-23 Bayerische Motoren Werke Aktiengesellschaft Verfahren zur Signalisierung der Komplexität einer Fahrsituation und Informationsanzeigeeinrichtung
US20080291032A1 (en) * 2007-05-23 2008-11-27 Toyota Engineering & Manufacturing North America, Inc. System and method for reducing boredom while driving
US7982620B2 (en) * 2007-05-23 2011-07-19 Toyota Motor Engineering & Manufacturing North America, Inc. System and method for reducing boredom while driving
US8825277B2 (en) 2007-06-05 2014-09-02 Inthinc Technology Solutions, Inc. System and method for the collection, correlation and use of vehicle collision data
US20080306706A1 (en) * 2007-06-07 2008-12-11 Nenad Markovic Accelerometer System
US8666590B2 (en) 2007-06-22 2014-03-04 Inthinc Technology Solutions, Inc. System and method for naming, filtering, and recall of remotely monitored event data
US9129460B2 (en) 2007-06-25 2015-09-08 Inthinc Technology Solutions, Inc. System and method for monitoring and improving driver behavior
US7999670B2 (en) 2007-07-02 2011-08-16 Inthinc Technology Solutions, Inc. System and method for defining areas of interest and modifying asset monitoring in relation thereto
US8577703B2 (en) 2007-07-17 2013-11-05 Inthinc Technology Solutions, Inc. System and method for categorizing driving behavior using driver mentoring and/or monitoring equipment to determine an underwriting risk
US9117246B2 (en) 2007-07-17 2015-08-25 Inthinc Technology Solutions, Inc. System and method for providing a user interface for vehicle mentoring system users and insurers
US8818618B2 (en) 2007-07-17 2014-08-26 Inthinc Technology Solutions, Inc. System and method for providing a user interface for vehicle monitoring system users and insurers
US20090043615A1 (en) * 2007-08-07 2009-02-12 Hartford Fire Insurance Company Systems and methods for predictive data analysis
US8108136B2 (en) * 2007-08-09 2012-01-31 Ford Global Technologies, Llc. Driver advisory system for fuel economy improvement of a hybrid electric vehicle
US20090043467A1 (en) * 2007-08-09 2009-02-12 Ford Global Technologies, Llc Driver Advisory System for Fuel Economy Improvement of a Hybrid Electric Vehicle
US8890673B2 (en) 2007-10-02 2014-11-18 Inthinc Technology Solutions, Inc. System and method for detecting use of a wireless device in a moving vehicle
US7876205B2 (en) 2007-10-02 2011-01-25 Inthinc Technology Solutions, Inc. System and method for detecting use of a wireless device in a moving vehicle
US9726088B2 (en) 2007-10-30 2017-08-08 Ford Global Technologies, Llc System and method for obtaining an adjustable accelerator pedal response in a vehicle powertrain
US20090112439A1 (en) * 2007-10-30 2009-04-30 Ford Global Technologies, Llc System and method for obtaining an adjustable accelerator pedal response in a vehicle powertrain
US7699129B2 (en) 2007-10-31 2010-04-20 Ford Global Technologies, Llc Method and system for alerting a driver that a motive power system is about to be activated
US20090112382A1 (en) * 2007-10-31 2009-04-30 Ford Global Technologies, Llc Method and system for alerting a driver that a motive power system is about to be activated
US9665910B2 (en) 2008-02-20 2017-05-30 Hartford Fire Insurance Company System and method for providing customized safety feedback
US7864029B2 (en) * 2008-05-19 2011-01-04 Gm Global Technology Operations, Inc. Vehicle-setting-based driver identification system
US20090284361A1 (en) * 2008-05-19 2009-11-19 John Boddie Driver scoring system with lane changing detection and warning system
US20090284359A1 (en) * 2008-05-19 2009-11-19 Gm Global Technology Operations, Inc. Vehicle-setting-based driver identification system
US9710816B2 (en) 2008-08-05 2017-07-18 Ford Motor Company Method and system of measuring customer satisfaction with purchased vehicle
US20100036709A1 (en) * 2008-08-05 2010-02-11 Ford Motor Company Method and system of measuring customer satisfaction with purchased vehicle
US8688180B2 (en) 2008-08-06 2014-04-01 Inthinc Technology Solutions, Inc. System and method for detecting use of a wireless device while driving
US11482058B2 (en) 2008-09-09 2022-10-25 United Parcel Service Of America, Inc. Systems and methods for utilizing telematics data to improve fleet management operations
US9704303B2 (en) 2008-09-09 2017-07-11 United Parcel Service Of America, Inc. Systems and methods for utilizing telematics data to improve fleet management operations
US8416067B2 (en) 2008-09-09 2013-04-09 United Parcel Service Of America, Inc. Systems and methods for utilizing telematics data to improve fleet management operations
US9324198B2 (en) 2008-09-09 2016-04-26 United Parcel Service Of America, Inc. Systems and methods for utilizing telematics data to improve fleet management operations
US10192370B2 (en) 2008-09-09 2019-01-29 United Parcel Service Of America, Inc. Systems and methods for utilizing telematics data to improve fleet management operations
US9472030B2 (en) 2008-09-09 2016-10-18 United Parcel Service Of America, Inc. Systems and methods for utilizing telematics data to improve fleet management operations
US10540830B2 (en) 2008-09-09 2020-01-21 United Parcel Service Of America, Inc. Systems and methods for utilizing telematics data to improve fleet management operations
US8896430B2 (en) 2008-09-09 2014-11-25 United Parcel Service Of America, Inc. Systems and methods for utilizing telematics data to improve fleet management operations
US20120083974A1 (en) * 2008-11-07 2012-04-05 Volvo Lastvagnar Ab Method and system for combining sensor data
US8781688B2 (en) * 2008-11-07 2014-07-15 Volvo Lastvagnar Ab Method and system for combining sensor data
US8892341B2 (en) 2009-02-13 2014-11-18 Inthinc Technology Solutions, Inc. Driver mentoring to improve vehicle operation
US8188887B2 (en) 2009-02-13 2012-05-29 Inthinc Technology Solutions, Inc. System and method for alerting drivers to road conditions
US8963702B2 (en) 2009-02-13 2015-02-24 Inthinc Technology Solutions, Inc. System and method for viewing and correcting data in a street mapping database
WO2010132555A1 (en) * 2009-05-12 2010-11-18 The Children's Hospital Of Philadelhia Individualized mastery-based driver training
US8369608B2 (en) 2009-06-22 2013-02-05 Toyota Motor Engineering & Manufacturing North America, Inc. System and method for detecting drowsy facial expressions of vehicle drivers under changing illumination conditions
US20100322507A1 (en) * 2009-06-22 2010-12-23 Toyota Motor Engineering & Manufacturing North America, Inc. System and method for detecting drowsy facial expressions of vehicle drivers under changing illumination conditions
US8224300B2 (en) 2009-12-11 2012-07-17 Alpine Electronics, Inc. Method and apparatus to enhance navigation user experience for a smart phone device
US20110143726A1 (en) * 2009-12-11 2011-06-16 Alpine Electronics, Inc. Method and apparatus to enhance navigation user experience for a smart phone device
US8892452B2 (en) * 2010-01-25 2014-11-18 Hartford Fire Insurance Company Systems and methods for adjusting insurance workflow
US20110184766A1 (en) * 2010-01-25 2011-07-28 Hartford Fire Insurance Company Systems and methods for prospecting and rounding business insurance customers
US8355934B2 (en) 2010-01-25 2013-01-15 Hartford Fire Insurance Company Systems and methods for prospecting business insurance customers
US9361272B2 (en) 2010-06-08 2016-06-07 Ford Global Technologies, Llc Adaptive real-time driver advisory control for a hybrid electric vehicle to achieve fuel economy
US8538619B2 (en) 2010-06-08 2013-09-17 Ford Global Technologies, Llc Adaptive real-time driver advisory control for a hybrid electric vehicle to achieve fuel economy improvement
US8190319B2 (en) 2010-06-08 2012-05-29 Ford Global Technologies, Llc Adaptive real-time driver advisory control for a hybrid electric vehicle to achieve fuel economy improvement
US20110172864A1 (en) * 2010-06-08 2011-07-14 Ford Global Technologies, Llc Adaptive Real-Time Driver Advisory Control for a Hybrid Electric Vehicle to Achieve Fuel Economy Improvement
US10740848B2 (en) 2010-07-16 2020-08-11 Hartford Fire Insurance Company Secure remote monitoring data validation
US9460471B2 (en) 2010-07-16 2016-10-04 Hartford Fire Insurance Company System and method for an automated validation system
US9824399B2 (en) 2010-07-16 2017-11-21 Hartford Fire Insurance Company Secure data validation system
US20120029743A1 (en) * 2010-07-29 2012-02-02 Kia Motors Corporation Shift Control System Of Hybrid Vehicle With Automatic Transmission And Method Thereof
US9213522B2 (en) 2010-07-29 2015-12-15 Ford Global Technologies, Llc Systems and methods for scheduling driver interface tasks based on driver workload
US9141584B2 (en) 2010-07-29 2015-09-22 Ford Global Technologies, Llc Systems and methods for scheduling driver interface tasks based on driver workload
US8972106B2 (en) * 2010-07-29 2015-03-03 Ford Global Technologies, Llc Systems and methods for scheduling driver interface tasks based on driver workload
US8874334B2 (en) * 2010-07-29 2014-10-28 Hyundai Motor Company Shift control system of hybrid vehicle with automatic transmission and method thereof
US20120072322A1 (en) * 2010-09-20 2012-03-22 Agco Corporation Self-provisioning by a machine owner
US9020669B2 (en) 2010-12-29 2015-04-28 Cummins Inc. Hybrid vehicle driver coach
US10602329B2 (en) 2011-01-14 2020-03-24 Cisco Technology, Inc. System and method for routing, mobility, application services, discovery, and sensing in a vehicular network environment
US9888363B2 (en) 2011-01-14 2018-02-06 Cisco Technology, Inc. System and method for applications management in a networked vehicular environment
US9277370B2 (en) 2011-01-14 2016-03-01 Cisco Technology, Inc. System and method for internal networking, data optimization and dynamic frequency selection in a vehicular environment
US10117066B2 (en) 2011-01-14 2018-10-30 Cisco Technology, Inc. System and method for wireless interface selection and for communication and access control of subsystems, devices, and data in a vehicular environment
US8863256B1 (en) 2011-01-14 2014-10-14 Cisco Technology, Inc. System and method for enabling secure transactions using flexible identity management in a vehicular environment
US8848608B1 (en) 2011-01-14 2014-09-30 Cisco Technology, Inc. System and method for wireless interface selection and for communication and access control of subsystems, devices, and data in a vehicular environment
US8514825B1 (en) 2011-01-14 2013-08-20 Cisco Technology, Inc. System and method for enabling a vehicular access network in a vehicular environment
US8989954B1 (en) 2011-01-14 2015-03-24 Cisco Technology, Inc. System and method for applications management in a networked vehicular environment
US8718797B1 (en) 2011-01-14 2014-05-06 Cisco Technology, Inc. System and method for establishing communication channels between on-board unit of vehicle and plurality of nodes
US9154900B1 (en) 2011-01-14 2015-10-06 Cisco Technology, Inc. System and method for transport, network, translation, and adaptive coding in a vehicular network environment
US9225782B2 (en) 2011-01-14 2015-12-29 Cisco Technology, Inc. System and method for enabling a vehicular access network in a vehicular environment
US8705527B1 (en) 2011-01-14 2014-04-22 Cisco Technology, Inc. System and method for internal networking, data optimization and dynamic frequency selection in a vehicular environment
US9036509B1 (en) 2011-01-14 2015-05-19 Cisco Technology, Inc. System and method for routing, mobility, application services, discovery, and sensing in a vehicular network environment
US10979875B2 (en) 2011-01-14 2021-04-13 Cisco Technology, Inc. System and method for wireless interface selection and for communication and access control of subsystems, devices, and data in a vehicular environment
US9860709B2 (en) 2011-01-14 2018-01-02 Cisco Technology, Inc. System and method for real-time synthesis and performance enhancement of audio/video data, noise cancellation, and gesture based user interfaces in a vehicular environment
US9083581B1 (en) 2011-01-14 2015-07-14 Cisco Technology, Inc. System and method for providing resource sharing, synchronizing, media coordination, transcoding, and traffic management in a vehicular environment
US8903593B1 (en) * 2011-01-14 2014-12-02 Cisco Technology, Inc. System and method for analyzing vehicular behavior in a network environment
US9654937B2 (en) 2011-01-14 2017-05-16 Cisco Technology, Inc. System and method for routing, mobility, application services, discovery, and sensing in a vehicular network environment
US9251546B2 (en) 2011-03-22 2016-02-02 The Boeing Company System and method for evaluating operation of a vehicle with respect to a plurality of environmental factors
US11157861B2 (en) 2011-03-31 2021-10-26 United Parcel Service Of America, Inc. Systems and methods for updating maps based on telematics data
US11670116B2 (en) 2011-03-31 2023-06-06 United Parcel Service Of America, Inc. Segmenting operational data
US11727339B2 (en) 2011-03-31 2023-08-15 United Parcel Service Of America, Inc. Systems and methods for updating maps based on telematics data
US9208626B2 (en) 2011-03-31 2015-12-08 United Parcel Service Of America, Inc. Systems and methods for segmenting operational data
US9799149B2 (en) 2011-03-31 2017-10-24 United Parcel Service Of America, Inc. Fleet management computer system for providing a fleet management user interface displaying vehicle and operator data on a geographical map
US10267642B2 (en) 2011-03-31 2019-04-23 United Parcel Service Of America, Inc. Systems and methods for assessing vehicle and vehicle operator efficiency
US9256992B2 (en) 2011-03-31 2016-02-09 United Parcel Service Of America, Inc. Systems and methods for assessing vehicle handling
US10748353B2 (en) 2011-03-31 2020-08-18 United Parcel Service Of America, Inc. Segmenting operational data
US9858732B2 (en) 2011-03-31 2018-01-02 United Parcel Service Of America, Inc. Systems and methods for assessing vehicle and vehicle operator efficiency
US10713860B2 (en) 2011-03-31 2020-07-14 United Parcel Service Of America, Inc. Segmenting operational data
US9613468B2 (en) 2011-03-31 2017-04-04 United Parcel Service Of America, Inc. Systems and methods for updating maps based on telematics data
US10563999B2 (en) 2011-03-31 2020-02-18 United Parcel Service Of America, Inc. Systems and methods for assessing operational data for a vehicle fleet
US10692037B2 (en) 2011-03-31 2020-06-23 United Parcel Service Of America, Inc. Systems and methods for updating maps based on telematics data
US9903734B2 (en) 2011-03-31 2018-02-27 United Parcel Service Of America, Inc. Systems and methods for updating maps based on telematics data
US9230439B2 (en) * 2011-05-20 2016-01-05 Otodata Wireless Network Inc. Method and system for monitoring interactions with a vehicle
US20140106781A1 (en) * 2011-05-20 2014-04-17 Otodata Wireless Network Inc. Method And System For Monitoring Interactions With A Vehicle
US8915738B2 (en) * 2012-01-24 2014-12-23 Toyota Motor Engineering & Manufacturing North America, Inc. Driver quality assessment for driver education
US20130189649A1 (en) * 2012-01-24 2013-07-25 Toyota Motor Engineering & Manufacturing North America, Inc. Driver quality assessment for driver education
US20140005886A1 (en) * 2012-06-29 2014-01-02 Microsoft Corporation Controlling automotive functionality using internal- and external-facing sensors
US9085262B2 (en) 2012-10-08 2015-07-21 Microsoft Technology Licensing, Llc Tinting indication of environmental conditions
US9368031B2 (en) 2012-10-08 2016-06-14 Microsoft Technology Licensing, Llc Vehicle surface tinting for visual indication of environmental conditions
US9583004B2 (en) 2012-10-08 2017-02-28 Microsoft Technology Licensing, Llc Vehicle surface tinting for visual indication of external conditions
US10121204B1 (en) 2013-03-08 2018-11-06 Allstate Insurance Company Automated accident detection, fault attribution, and claims processing
US10032226B1 (en) 2013-03-08 2018-07-24 Allstate Insurance Company Automatic exchange of information in response to a collision event
US11158002B1 (en) 2013-03-08 2021-10-26 Allstate Insurance Company Automated accident detection, fault attribution and claims processing
US10699350B1 (en) 2013-03-08 2020-06-30 Allstate Insurance Company Automatic exchange of information in response to a collision event
US10417713B1 (en) 2013-03-08 2019-09-17 Allstate Insurance Company Determining whether a vehicle is parked for automated accident detection, fault attribution, and claims processing
US11669911B1 (en) 2013-03-08 2023-06-06 Allstate Insurance Company Automated accident detection, fault attribution, and claims processing
US20140277874A1 (en) * 2013-03-15 2014-09-18 Ford Global Technologies, Llc Information Display System And Method
US20140278569A1 (en) * 2013-03-15 2014-09-18 State Farm Mutual Automobile Insurance Company Risk evaluation based on vehicle operator behavior
US10121205B1 (en) * 2013-03-15 2018-11-06 State Farm Mutual Automobile Insurance Company Risk evaluation based on vehicle operator behavior
US8954340B2 (en) * 2013-03-15 2015-02-10 State Farm Mutual Automobile Insurance Company Risk evaluation based on vehicle operator behavior
US10089692B1 (en) * 2013-03-15 2018-10-02 State Farm Mututal Automobile Insurance Company Risk evaluation based on vehicle operator behavior
US8909404B2 (en) * 2013-03-15 2014-12-09 Ford Global Technologies, Llc Information display system and method
US10445758B1 (en) * 2013-03-15 2019-10-15 Allstate Insurance Company Providing rewards based on driving behaviors detected by a mobile computing device
US10078871B2 (en) 2013-03-15 2018-09-18 State Farm Mutual Automobile Insurance Company Systems and methods to identify and profile a vehicle operator
US20160247395A1 (en) * 2013-08-30 2016-08-25 Komatsu Ltd. Management system and management method for mining machine
US10089863B2 (en) * 2013-08-30 2018-10-02 Komatsu Ltd. Management system and management method for mining machine
US11861721B1 (en) 2013-09-10 2024-01-02 Allstate Insurance Company Maintaining current insurance information at a mobile device
US10572943B1 (en) 2013-09-10 2020-02-25 Allstate Insurance Company Maintaining current insurance information at a mobile device
US11783430B1 (en) 2013-09-17 2023-10-10 Allstate Insurance Company Automatic claim generation
US10255639B1 (en) 2013-09-17 2019-04-09 Allstate Insurance Company Obtaining insurance information in response to optical input
US9443270B1 (en) 2013-09-17 2016-09-13 Allstate Insurance Company Obtaining insurance information in response to optical input
US10963966B1 (en) 2013-09-27 2021-03-30 Allstate Insurance Company Electronic exchange of insurance information
US9172477B2 (en) 2013-10-30 2015-10-27 Inthinc Technology Solutions, Inc. Wireless device detection using multiple antennas separated by an RF shield
US10055902B2 (en) 2013-12-03 2018-08-21 United Parcel Service Of America, Inc. Systems and methods for assessing turns made by a vehicle
US9805521B1 (en) 2013-12-03 2017-10-31 United Parcel Service Of America, Inc. Systems and methods for assessing turns made by a vehicle
US10607423B2 (en) 2013-12-03 2020-03-31 United Parcel Service Of America, Inc. Systems and methods for assessing turns made by a vehicle
US10399584B2 (en) 2014-03-27 2019-09-03 Ge Global Sourcing Llc System and method integrating an energy management system and yard planner system
US9234764B2 (en) 2014-05-20 2016-01-12 Honda Motor Co., Ltd. Navigation system initiating conversation with driver
US9623875B2 (en) 2014-06-13 2017-04-18 University of Pittsburgh—of the Commonwealth System of Higher Education Systems and method for driving evaluation and training
US10832327B1 (en) 2014-07-21 2020-11-10 State Farm Mutual Automobile Insurance Company Methods of providing insurance savings based upon telematics and driving behavior identification
US11030696B1 (en) 2014-07-21 2021-06-08 State Farm Mutual Automobile Insurance Company Methods of providing insurance savings based upon telematics and anonymous driver data
US11565654B2 (en) 2014-07-21 2023-01-31 State Farm Mutual Automobile Insurance Company Methods of providing insurance savings based upon telematics and driving behavior identification
US11634103B2 (en) 2014-07-21 2023-04-25 State Farm Mutual Automobile Insurance Company Methods of facilitating emergency assistance
US11069221B1 (en) 2014-07-21 2021-07-20 State Farm Mutual Automobile Insurance Company Methods of facilitating emergency assistance
US10974693B1 (en) 2014-07-21 2021-04-13 State Farm Mutual Automobile Insurance Company Methods of theft prevention or mitigation
US11634102B2 (en) 2014-07-21 2023-04-25 State Farm Mutual Automobile Insurance Company Methods of facilitating emergency assistance
US10723312B1 (en) 2014-07-21 2020-07-28 State Farm Mutual Automobile Insurance Company Methods of theft prevention or mitigation
US11068995B1 (en) 2014-07-21 2021-07-20 State Farm Mutual Automobile Insurance Company Methods of reconstructing an accident scene using telematics data
US10540723B1 (en) 2014-07-21 2020-01-21 State Farm Mutual Automobile Insurance Company Methods of providing insurance savings based upon telematics and usage-based insurance
US10997849B1 (en) 2014-07-21 2021-05-04 State Farm Mutual Automobile Insurance Company Methods of facilitating emergency assistance
US11257163B1 (en) 2014-07-21 2022-02-22 State Farm Mutual Automobile Insurance Company Methods of pre-generating insurance claims
US10475127B1 (en) 2014-07-21 2019-11-12 State Farm Mutual Automobile Insurance Company Methods of providing insurance savings based upon telematics and insurance incentives
US10825326B1 (en) 2014-07-21 2020-11-03 State Farm Mutual Automobile Insurance Company Methods of facilitating emergency assistance
CN105438182A (zh) * 2014-09-11 2016-03-30 上海通用汽车有限公司 车用空调制冷剂泄漏在线检测方法和车辆
CN105438182B (zh) * 2014-09-11 2018-05-18 上海通用汽车有限公司 车用空调制冷剂泄漏在线检测方法和车辆
US11348175B1 (en) 2015-01-22 2022-05-31 Allstate Insurance Company Total loss evaluation and handling system and method
US11682077B2 (en) 2015-01-22 2023-06-20 Allstate Insurance Company Total loss evaluation and handling system and method
US11017472B1 (en) 2015-01-22 2021-05-25 Allstate Insurance Company Total loss evaluation and handling system and method
US10713717B1 (en) 2015-01-22 2020-07-14 Allstate Insurance Company Total loss evaluation and handling system and method
US20170129497A1 (en) * 2015-03-13 2017-05-11 Project Ray Ltd. System and method for assessing user attention while driving
US9650007B1 (en) 2015-04-13 2017-05-16 Allstate Insurance Company Automatic crash detection
US10083550B1 (en) 2015-04-13 2018-09-25 Allstate Insurance Company Automatic crash detection
US10083551B1 (en) 2015-04-13 2018-09-25 Allstate Insurance Company Automatic crash detection
US9916698B1 (en) 2015-04-13 2018-03-13 Allstate Insurance Company Automatic crash detection
US10223843B1 (en) 2015-04-13 2019-03-05 Allstate Insurance Company Automatic crash detection
US11074767B2 (en) 2015-04-13 2021-07-27 Allstate Insurance Company Automatic crash detection
US11107303B2 (en) 2015-04-13 2021-08-31 Arity International Limited Automatic crash detection
US9767625B1 (en) 2015-04-13 2017-09-19 Allstate Insurance Company Automatic crash detection
US10650617B2 (en) 2015-04-13 2020-05-12 Arity International Limited Automatic crash detection
US10309788B2 (en) 2015-05-11 2019-06-04 United Parcel Service Of America, Inc. Determining street segment headings
US20180197025A1 (en) * 2015-12-29 2018-07-12 Thunder Power New Energy Vehicle Development Company Limited Platform for acquiring driver behavior data
US11397432B2 (en) 2016-04-25 2022-07-26 Transportation Ip Holdings, Llc Remote vehicle operator assignment system
US10019009B2 (en) 2016-06-15 2018-07-10 Allstate Insurance Company Vehicle control systems
US11726437B2 (en) 2016-06-15 2023-08-15 Allstate Insurance Company Vehicle control systems
US10809730B2 (en) 2016-06-15 2020-10-20 Allstate Insurance Company Vehicle control systems
US10902525B2 (en) 2016-09-21 2021-01-26 Allstate Insurance Company Enhanced image capture and analysis of damaged tangible objects
US11361380B2 (en) 2016-09-21 2022-06-14 Allstate Insurance Company Enhanced image capture and analysis of damaged tangible objects
US10394871B2 (en) 2016-10-18 2019-08-27 Hartford Fire Insurance Company System to predict future performance characteristic for an electronic record
US10274338B2 (en) 2016-12-11 2019-04-30 International Business Machines Corporation Risk situations for vehicle occupants based on data provided by vehicle sensors and contextual information
US11720971B1 (en) 2017-04-21 2023-08-08 Allstate Insurance Company Machine learning based accident assessment
US20190019122A1 (en) * 2017-07-14 2019-01-17 Allstate Insurance Company Controlling Vehicles Using Contextual Driver And/Or Rider Data Based On Automatic Passenger Detection and Mobility Status
US20190019133A1 (en) * 2017-07-14 2019-01-17 Allstate Insurance Company Controlling Vehicles Using Contextual Driver And/Or Rider Data Based on Automatic Passenger Detection and Mobility Status
US11928621B2 (en) * 2017-07-14 2024-03-12 Allstate Insurance Company Controlling vehicles using contextual driver and/or rider data based on automatic passenger detection and mobility status
US11590981B2 (en) 2017-07-14 2023-02-28 Allstate Insurance Company Shared mobility service passenger matching based on passenger attributes
US11651316B2 (en) * 2017-07-14 2023-05-16 Allstate Insurance Company Controlling vehicles using contextual driver and/or rider data based on automatic passenger detection and mobility status
US11423716B1 (en) 2017-09-25 2022-08-23 State Farm Mutual Automobile Insurance Company Technology for detecting onboard sensor tampering
US10755495B1 (en) * 2017-09-25 2020-08-25 State Farm Mutual Automobile Insurance Company Technology for detecting onboard sensor tampering
US11763608B2 (en) 2017-09-25 2023-09-19 State Farm Mutual Automobile Insurance Company Technology for detecting onboard sensor tampering
US11001273B2 (en) * 2018-05-22 2021-05-11 International Business Machines Corporation Providing a notification based on a deviation from a determined driving behavior
US20190359223A1 (en) * 2018-05-22 2019-11-28 International Business Machines Corporation Providing a notification based on a deviation from a determined driving behavior
US20200410368A1 (en) * 2019-06-25 2020-12-31 International Business Machines Corporation Extended rule generation
US10832699B1 (en) 2019-12-05 2020-11-10 Toyota Motor North America, Inc. Impact media sharing
US11328737B2 (en) 2019-12-05 2022-05-10 Toyota Motor North America, Inc. Impact media sharing
US11308800B2 (en) 2019-12-05 2022-04-19 Toyota Motor North America, Inc. Transport impact reporting based on sound levels
US11107355B2 (en) 2019-12-05 2021-08-31 Toyota Motor North America, Inc. Transport dangerous driving reporting

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